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Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/20_00000050.mp4" ]
abnormal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
4,389.733429
2
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/20_00000050.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/866_after.mp4" ]
normal
No clear irregular event is shown in this clip. The answer is normal.
normal
[]
false
0
4,443.25397
1
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/866_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1288_normal.mp4" ]
normal
No clear irregular event is shown in this clip. The answer is normal.
normal
[]
false
0
4,569.628975
0
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1288_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/837_01000144.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,581.223299
3
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/837_01000144.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/954_normal.mp4" ]
normal
手机爆炸,导致顾客被炸伤。 The answer is abnormal.
abnormal
[]
false
0
5,041.378694
6
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/954_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1595_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,611.961511
5
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1595_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1668_00000016.mp4" ]
abnormal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,613.468799
4
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1668_00000016.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/2027_00000101.mp4" ]
abnormal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,607.665076
7
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/2027_00000101.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1621_00180021.mp4" ]
abnormal
The car was reversing on the road and then reversing back. The answer is abnormal.
abnormal
[]
false
0
5,109.319347
11
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1621_00180021.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1013_00010010.mp4" ]
abnormal
The video shows the aftermath of a subway accident, with passengers falling down and being injured. The answer is abnormal.
abnormal
[]
false
0
5,680.051812
8
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1013_00010010.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1727_00000030.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,125.620243
10
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1727_00000030.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1345_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,458.442077
9
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1345_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/732_00150020.mp4" ]
abnormal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
756.45242
13
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/732_00150020.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/272_00000103.mp4" ]
abnormal
The video explains the causes of low potassium levels in the blood. The answer is abnormal.
abnormal
[]
false
0
5,461.964818
12
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/272_00000103.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/922_00000124.mp4" ]
abnormal
The machine was lifted and then dropped. The answer is abnormal.
abnormal
[]
false
0
5,456.585193
14
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/922_00000124.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/927_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,195.27463
15
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/927_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/849_00060036.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,841.941653
16
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/849_00060036.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/967_after.mp4" ]
normal
牛在水中挣扎,试图用角顶住电线杆。 The answer is abnormal.
abnormal
[]
false
0
1,182.103819
20
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/967_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/972_normal.mp4" ]
normal
0045,0123. The answer is abnormal.
abnormal
[]
false
0
3,820.540765
19
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/972_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1132_00000041.mp4" ]
abnormal
The video highlights the melting of glaciers and ice in the Arctic, emphasizing the urgency of climate change. The answer is abnormal.
abnormal
[]
false
0
4,450.884314
17
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1132_00000041.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1559_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,099.869804
21
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1559_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/735_normal.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
2,532.066275
22
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/735_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/543_after.mp4" ]
normal
The video highlights the risks of plastic bottles and their impact on human health. The answer is abnormal.
abnormal
[]
false
0
2,037.703316
23
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/543_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/739_normal.mp4" ]
normal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
3,836.017322
25
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/739_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/2065_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
3,848.077185
24
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/2065_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/60_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
3,818.213488
26
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/60_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1731_00001516.mp4" ]
abnormal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
10,364.521991
18
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1731_00001516.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/507_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
1,894.567459
29
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/507_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/870_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,042.680636
27
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/870_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/410_normal.mp4" ]
normal
The scene appears typical. The answer is normal.
normal
[]
false
0
5,115.090873
28
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/410_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1397_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,121.514954
30
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1397_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1756_00000115.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
3,291.431505
31
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1756_00000115.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/5_00220027.mp4" ]
abnormal
The car was reversing and then reversing back. The answer is abnormal.
abnormal
[]
false
0
5,033.687627
35
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/5_00220027.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/809_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,526.309863
33
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/809_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/827_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,657.822016
32
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/827_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/693_normal.mp4" ]
normal
The video shows the process of a large silo being demolished. The answer is abnormal.
abnormal
[]
false
0
5,982.482336
34
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/693_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/869_00000062.mp4" ]
abnormal
No clear irregular event is shown in this clip. The answer is normal.
normal
[]
false
0
5,002.300451
36
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/869_00000062.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1807_00000038.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,559.885121
38
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1807_00000038.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1124_00000016.mp4" ]
abnormal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
4,168.404812
39
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1124_00000016.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/612_after.mp4" ]
normal
The video highlights the importance of preserving forests and the risks associated with deforestation. The answer is abnormal.
abnormal
[]
false
0
4,767.505058
37
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/612_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/286_00000410.mp4" ]
abnormal
The answer is abnormal. The answer is abnormal.
abnormal
[]
false
0
4,684.131233
41
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/286_00000410.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1679_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,845.358009
43
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1679_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1147_00000021.mp4" ]
abnormal
No clear irregular event is shown in this clip. The answer is normal.
normal
[]
false
0
4,890.26607
42
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1147_00000021.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/304_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,383.258343
40
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/304_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/681_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
1,254.931576
44
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/681_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/91_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
946.500438
45
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/91_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1594_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
3,563.87492
46
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1594_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/302_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,899.644234
49
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/302_normal.mp4", "nframes": 23, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/576_normal.mp4" ]
normal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
5,899.449506
48
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/576_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1099_00000113.mp4" ]
abnormal
地膜污染,影响人体健康。 The answer is abnormal.
abnormal
[]
false
0
6,541.795023
47
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1099_00000113.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/413_after.mp4" ]
normal
The video shows the effects of a caterpillar's feeding on its host plant. The answer is abnormal.
abnormal
[]
false
0
3,429.054813
50
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/413_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1767_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
3,603.669862
51
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1767_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/411_00110125.mp4" ]
abnormal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
3,450.203913
54
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/411_00110125.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1082_normal.mp4" ]
normal
The video appears typical. The answer is normal.
normal
[]
false
0
3,562.825367
53
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1082_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1795_normal.mp4" ]
normal
No clear irregular event is shown in this clip. The answer is normal.
normal
[]
false
0
3,970.425197
57
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1795_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/295_00100210.mp4" ]
abnormal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
4,016.225434
55
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/295_00100210.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1845_after.mp4" ]
normal
The video appears typical. The answer is normal.
normal
[]
false
0
7,648.676457
52
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1845_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/167_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
4,085.129567
56
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/167_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1577_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,632.537581
61
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1577_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1102_00000030.mp4" ]
abnormal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
6,406.697723
59
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1102_00000030.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1892_00000231.mp4" ]
abnormal
The video appears typical. The answer is normal.
normal
[]
false
0
6,412.0877
58
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1892_00000231.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1501_00000025.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
6,380.701599
60
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1501_00000025.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1979_00180045.mp4" ]
abnormal
The crowd gathered around the painting, taking pictures and videos. The answer is abnormal.
abnormal
[]
false
0
4,760.958553
62
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1979_00180045.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/143_00000130.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,098.753406
65
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/143_00000130.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1292_00000014.mp4" ]
abnormal
The car was hit by a car that had been reversing. The answer is abnormal.
abnormal
[]
false
0
4,127.737808
64
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1292_00000014.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/2027_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
4,390.240178
63
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/2027_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/712_after.mp4" ]
normal
The explosion caused a large amount of smoke and dust to rise into the sky. The answer is abnormal.
abnormal
[]
false
0
885.898627
66
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/712_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1278_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
4,090.03402
67
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1278_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/520_00310202.mp4" ]
abnormal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
3,809.999256
69
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/520_00310202.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1418_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
4,135.131354
68
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1418_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/218_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
3,333.087216
70
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/218_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1584_00120019.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,143.446033
72
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1584_00120019.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1639_00510108.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,626.772522
73
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1639_00510108.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1663_normal.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,767.972653
74
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1663_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/312_00030025.mp4" ]
abnormal
The video provides a comprehensive overview of the novel coronavirus, its transmission, and the measures taken to combat it. The answer is abnormal.
abnormal
[]
false
0
5,921.078341
71
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/312_00030025.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/697_normal.mp4" ]
normal
The scene appears typical. The answer is normal.
normal
[]
false
0
4,724.440184
75
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/697_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/2059_normal.mp4" ]
normal
No clear irregular event is shown in this clip. The answer is normal.
normal
[]
false
0
4,300.586892
76
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/2059_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/519_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,146.922837
77
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/519_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/403_00540119.mp4" ]
abnormal
The rice is being blown down. The answer is abnormal.
abnormal
[]
false
0
4,083.682784
78
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/403_00540119.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/523_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
1,154.271344
82
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/523_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1288_00320131.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,270.846209
79
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1288_00320131.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/222_00230124.mp4" ]
abnormal
The video highlights the risks associated with certain medications, particularly those that can cause dizziness and confusion. The answer is abnormal.
abnormal
[]
false
0
4,328.855719
83
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/222_00230124.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1688_00110055.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,486.631875
81
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1688_00110055.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1253_00020124.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,490.104588
80
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1253_00020124.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/480_00250050.mp4" ]
abnormal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
743.87801
84
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/480_00250050.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/234_00330144.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
807.710044
85
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/234_00330144.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1783_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,890.372032
87
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1783_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/786_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,651.38533
89
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/786_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/422_01400332.mp4" ]
abnormal
The visible activity appears typical. The answer is normal.
normal
[]
false
0
6,467.918154
86
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/422_01400332.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/340_04500550.mp4" ]
abnormal
The video highlights the rapid development of China's high-speed rail network and its impact on the country's economic growth. The answer is abnormal.
abnormal
[]
false
0
6,871.044456
88
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/340_04500550.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/585_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
1,380.844709
90
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/585_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/973_normal.mp4" ]
normal
The boy was in the elevator and suddenly fell down. The answer is abnormal.
abnormal
[]
false
0
804.361558
92
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/973_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/810_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
2,945.448804
91
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/810_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/498_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
2,143.355217
95
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/498_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/707_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
2,154.55672
93
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/707_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/267_00100156.mp4" ]
abnormal
The video discusses the risks and complications associated with thyroid surgery, including vocal cord paralysis and other issues. The answer is abnormal.
abnormal
[]
false
0
2,664.687585
94
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/267_00100156.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/791_00040016.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,662.14604
97
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/791_00040016.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/616_normal.mp4" ]
normal
The video appears typical. The answer is normal.
normal
[]
false
0
4,998.373632
96
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/616_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/794_after.mp4" ]
normal
No clear anomaly is shown in this clip. The answer is normal.
normal
[]
false
0
5,114.072824
99
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/794_after.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1688_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,625.544027
98
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1688_normal.mp4", "nframes": 30, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
End of preview. Expand in Data Studio

/hub_data4/seohyun/saves/ecva_instruct/full/sft/checkpoint-175 · happy8825/valid_ecva_clean results

  • Model: /hub_data4/seohyun/saves/ecva_instruct/full/sft/checkpoint-175
  • Dataset: happy8825/valid_ecva_clean
  • Generated: 2025-12-18 10:50:16Z

Metrics

Metric Value
Total samples 924
With GT 0
Parsed answers 0
Top-1 accuracy 0
Recall@5 0
MRR 0

The uploaded JSON contains full per-sample predictions produced via t3_infer_with_vllm.bash.

EVQA/ECVA Metrics

Metric Value
EVQA total 924
EVQA with GT label 924
EVQA accuracy 0.569264

Run Summary

Saved 924 results to /home/seohyun/vid_understanding/video_retrieval/video_retrieval/output_ecva_instruct/ecva_instruct_ver2.json
Metrics: {
  "total": 924,
  "with_gt": 0,
  "with_parsed_answer": 0,
  "top1_acc": 0.0,
  "recall_at_5": 0.0,
  "mrr": 0.0,
  "num_shards": 1,
  "shard_index": 0,
  "evqa_total": 924,
  "evqa_with_gt_label": 924,
  "evqa_acc": 0.5692640692640693
}
Pushed ecva_instruct_ver2.jsonl and README to https://huggingface.co/datasets/happy8825/ecva_instruct_ver2
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