Datasets:

lmms-lab-eval
/

PhysBench

idx int64 0 10k	split stringclasses 2 values	question stringlengths 54 1.88k	file_name listlengths 1 5	answer stringclasses 12 values	task_type stringclasses 4 values	sub_type stringclasses 19 values	ability_type stringclasses 8 values
0	val	Following the content of the <video>, which option's corresponding picture will happen first? A. <image> B. <image> C. <image> D. <image>	[ "iNINChj51Aqn.mp4", "iNINChj51Aqj.png", "iNINChj51Aqk.png", "iNINChj51Aql.png", "iNINChj51Aqm.png" ]	A	dynamics	collision	prediction
1	val	<image> The light first passes through the convex lens and then the concave lens. Slide the concave lens close to the convex lens. Which of the following options will correspond to the phenomenon in the picture? A. <image> B. <image> C. <image> D. <image>	[ "a3tIv3cMMpiE.png", "QMl4wFdAz6Q4.png", "n19xSQyzrFAO.png", "PyvcyUvNVX3Z.png", "9CIFAJy9dmes.png" ]	A	dynamics	others	prediction
2	val	<image> We already know that the red particles in the picture are liquid particles. In which area of the picture does the liquid flow fastest? A. All parts of the image are at the same speed. B. the leftmost part of the picture C. the middle part of the picture D. the rightmost part of the picture	[ "39fsG1JlubLh.png" ]	A	dynamics	fluid	perception
3	test	<video> What is the phenomenon shown in the video? A. Diffraction of light B. diffuse reflection C. Specular reflection D. Wave-particle duality	[ "mcP5HV6or6Cu.mp4" ]	C	dynamics	others	perception
4	test	<video> How does the flow rate of the liquid in the video change? A. First it decreases, then it increases B. First it increases, then it decreases C. Decreases D. Increases	[ "XlNdRyyUJgBW.mp4" ]	B	dynamics	fluid	perception
5	test	<video> What physical phenomenon is shown in the video? A. Dispersion of light B. Polarization of light C. Light travels in straight lines D. Diffraction of light	[ "Tff59jgdvXJo.mp4" ]	A	dynamics	fluid	perception
6	val	<video> Which color object looks the most viscous in the video? A. Transparent liquid B. Light yellow color liquid C. Thick yellow liquid D. Dark blue liquid	[ "SqaYoDPlKTPo.mp4" ]	C	dynamics	fluid	perception
7	val	<video> What happens to the gas pressure inside the bottle before open it? A. Increases B. Decreases C. Stays the same D. Varies randomly	[ "kJF00Eu0wZJn.mp4" ]	A	scene	air	perception
8	val	<video> What is the relationship between the speeds of the two objects in the video after they begin to fall? A. Both objects have the same speed B. The egg consistently falls faster than the feather. C. The feather consistently falls faster than the egg. D. Initially, the egg falls faster, but the feather eventually s...	[ "spuvixPWYQ9w.mp4" ]	A	relationships	motion	dynamic
9	test	What operation is used to transform the object from <image> to <image>? A. Remove the small ball from the clay block. B. Add another ball to the clay block. C. Air-dry the clay block. D. Press the small ball into the clay block.	[ "u4YIyvj1xSir.JPG", "UaMcNhXMc0MA.JPG" ]	D	relationships	motion	dynamic
10	test	What operation is used to transform the object from <image> to <image>? A. Remove the small ball from the clay block. B. Add another ball to the clay block. C. Air-dry the clay block. D. Press the small ball into the clay block.	[ "oMjMSpmyChht.JPG", "UaMcNhXMc0MA.JPG" ]	D	relationships	motion	dynamic
11	test	<video> How does the speed of the object in the video change before it hits the ground? A. It accelerates. B. It decelerates. C. It first accelerates and then decelerates. D. It remains constant.	[ "qLeuMDDhS0lK.mp4" ]	A	relationships	motion	dynamic
12	test	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. yellow cube	[ "ZShaJqOeI3Zg.JPG" ]	D	relationships	size	static
13	val	<image> Which object is the camera closest to? A. orange cube B. cyan ball C. yellow ball D. blue cube	[ "ZShaJqOeI3Zg.JPG" ]	D	scene	viewpoint	perception
14	val	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "iX7UDtMOx3hu.png" ]	D	relationships	location	static
15	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "k4xd4CyLlUlT.png" ]	D	relationships	location	static
16	test	<image> Which object is the camera closest to? A. orange cube B. cyan cube C. yellow cube D. light blue cube	[ "Gb0cwPt0lXah.JPG" ]	D	scene	viewpoint	perception
17	test	<image> Which object is the cyan ball closest to? A. red cube B. green car C. purple cube D. green cube	[ "Gb0cwPt0lXah.JPG" ]	D	relationships	location	static
18	test	<image> Which object is the camera closest to? A. orange cube B. cyan cube C. yellow cube D. light blue cube	[ "Lxc84MXgSwoX.JPG" ]	D	scene	viewpoint	perception
19	test	<image> Which object is the green cube closest to? A. red cube B. green cube C. purple cube D. orange cube	[ "Lxc84MXgSwoX.JPG" ]	D	relationships	location	static
20	val	<image> Which object is the camera closest to? A. orange cube B. cyan cube C. yellow cube D. light blue cube	[ "4292UnyaiNN4.JPG" ]	D	scene	viewpoint	perception
21	test	<image> Which object is the green cube closest to? A. red cube B. green car C. purple cube D. orange cube	[ "4292UnyaiNN4.JPG" ]	D	relationships	location	static
22	val	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. orange cube	[ "Lxc84MXgSwoX.JPG" ]	D	relationships	size	static
23	val	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. deep blue cube	[ "IhY90wmbd1f0.JPG" ]	D	relationships	size	static
24	val	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. deep blue cube	[ "nk2qK36gMnld.JPG" ]	D	relationships	size	static
25	val	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. deep blue cube	[ "0nBY91HNQgaA.JPG" ]	D	relationships	size	static
26	val	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. deep blue cube	[ "Gb0cwPt0lXah.JPG" ]	D	relationships	size	static
27	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "1fdEotn7JKSX.png" ]	A	relationships	location	static
28	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "lOHU43goa7ww.png" ]	B	relationships	location	static
29	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "ZdJLjA3eM6yR.png" ]	D	relationships	location	static
30	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "Z6O9LM0Fa96X.png" ]	D	relationships	location	static
31	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "TVatPErqMNIg.png" ]	A	relationships	location	static
32	test	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. deep blue cube	[ "2ak7TAKA3rM8.JPG" ]	D	relationships	size	static
33	test	<image> Which object is the camera closest to? A. orange cube B. cyan ball C. yellow ball D. red cube	[ "vh0m5qO7NpLM.JPG" ]	D	scene	viewpoint	perception
34	test	<image> Which object is the cyan ball closest to? A. red cube B. green car C. purple cube D. green cube	[ "vh0m5qO7NpLM.JPG" ]	D	relationships	location	static
35	test	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. deep blue cube	[ "vh0m5qO7NpLM.JPG" ]	D	relationships	size	static
36	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "FILquWCZ9rwp.png" ]	A	relationships	location	static
37	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "W2UTuAWsyt7X.png" ]	C	relationships	location	static
38	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "W2UTuAWsyt7X.png" ]	C	relationships	location	static
39	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "owRKVWAOnQ6M.png" ]	D	relationships	location	static
40	val	<image> Which object is the camera closest to? A. orange cube B. cyan ball C. yellow ball D.green cube	[ "od5LCs2vEchn.JPG" ]	D	scene	viewpoint	perception
41	test	<image> Which object is the cyan ball closest to? A. red cube B. green car C. purple cube D. green cube	[ "od5LCs2vEchn.JPG" ]	D	relationships	location	static
42	test	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. purple cube	[ "od5LCs2vEchn.JPG" ]	D	relationships	size	static
43	test	<image> Which object is the camera closest to? A. orange cube B. cyan ball C. yellow ball D.deep blue cube	[ "KRCsvvyF6nTw.JPG" ]	D	scene	viewpoint	perception
44	test	<image> Which object is the cyan ball closest to? A. red cube B. green car C. purple cube D. green cube	[ "KRCsvvyF6nTw.JPG" ]	D	relationships	location	static
45	test	<image> Which object is the biggest in volume? A. red cube B. purple cube C. green ball D. deep blue cube	[ "KRCsvvyF6nTw.JPG" ]	D	relationships	size	static
46	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "N2DJrqB8NFwm.png" ]	C	relationships	location	static
47	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "2yhGtiDgsdO4.png" ]	A	relationships	location	static
48	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "xOckLOvgiZv6.png" ]	C	relationships	location	static
49	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "LWhx5B7yxSGE.png" ]	B	relationships	location	static
50	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "sTnlvaKEZzkM.png" ]	B	relationships	location	static
51	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "N2DJrqB8NFwm.png" ]	C	relationships	location	static
52	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "QBL931Gv2msQ.png" ]	D	relationships	location	static
53	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "MZAVoTjIfMW0.png" ]	A	relationships	location	static
54	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "ksJejmrnB14o.png", "1IiiyDn91nEW.png" ]	A	relationships	location	static
55	test	Which point with the option in the image <image> is corresponds to the reference point P in the <image> A. Point A B. Point B C. Point C D. Point D	[ "7qmgM3MDWz1z.png", "5AwJbBzh7l8L.png" ]	D	relationships	location	static
56	val	<image> Which object is the light source closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "fSmFtqeiUVZA.JPG" ]	C	scene	light	perception
57	val	<image> Which object is the light source closest to? A. yellow cube B. green cube C. red cube D. blue cylinder	[ "fSmFtqeiUVZA.JPG" ]	A	scene	light	perception
58	test	<image> Which object is the tallest? A. orange pyramid B. blue cube C. red cylinder D. green cone	[ "fSmFtqeiUVZA.JPG" ]	A	property	attribute	comparison
59	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "YP38WloEzE1z.JPG" ]	A	scene	viewpoint	perception
60	test	<image> Which object is the small blue ball closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "YP38WloEzE1z.JPG" ]	C	relationships	location	static
61	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "EX1uUEdWFCif.JPG" ]	A	scene	viewpoint	perception
62	test	<image> Which object is the small blue ball closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "EX1uUEdWFCif.JPG" ]	C	relationships	location	static
63	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "rvMXceCJwiNH.JPG" ]	A	scene	viewpoint	perception
64	test	<image> Which object is the small blue ball closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "rvMXceCJwiNH.JPG" ]	C	relationships	location	static
65	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "g5w62l5400QD.JPG" ]	A	scene	viewpoint	perception
66	test	<image> Which object is the small blue and red mixture ball closest to? A. red cube B. blue cube C. purple cube D. blue cylinder	[ "g5w62l5400QD.JPG" ]	C	relationships	location	static
67	test	<image> Which object is the green car closest to? A. red cube B. blue cube C. orange cube D. blue cylinder	[ "g5w62l5400QD.JPG" ]	B	relationships	location	static
68	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "Lqx36rIbwCDF.JPG" ]	A	scene	viewpoint	perception
69	test	<image> Which object is the small blue and red mixture ball closest to? A. red cube B. blue cube C. purple cube D. blue cylinder	[ "Lqx36rIbwCDF.JPG" ]	C	relationships	location	static
70	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "iKhuW3uWQRqD.JPG" ]	A	scene	viewpoint	perception
71	test	<image> Which object is the red cube closest to? A. red cube B. blue cube C. purple cube D. blue cylinder	[ "iKhuW3uWQRqD.JPG" ]	C	relationships	location	static
72	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "KztA0hlOa7ZU.JPG" ]	A	scene	viewpoint	perception
73	test	<image> Which object is the orange cube closest to? A. red cube B. a small cyan ball C. purple cube D. blue cylinder	[ "KztA0hlOa7ZU.JPG" ]	B	relationships	location	static
74	test	<image> Which object is the blue cube closest to? A. red cube B. purple cube C. a cyan ball D. blue cylinder	[ "KztA0hlOa7ZU.JPG" ]	C	relationships	location	static
75	test	<image> Which object is the smale cyan ball closest to? A. red cube B. blue cube C. orange cube D. yellow cube	[ "KztA0hlOa7ZU.JPG" ]	C	relationships	location	static
76	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "c4al28Gx0ErA.JPG" ]	A	scene	viewpoint	perception
77	test	<image> Which object is the orange cube closest to? A. red cube B. a small cyan ball C. purple cube D. blue cylinder	[ "c4al28Gx0ErA.JPG" ]	B	relationships	location	static
78	test	<image> Which object is the blue cube closest to? A. red cube B. purple cube C. a cyan ball D. orange cube	[ "c4al28Gx0ErA.JPG" ]	D	relationships	location	static
79	test	<image> Which object is the smale cyan ball closest to? A. red cube B. blue cube C. green cube D. yellow cube	[ "3lzZiQm0kMYz.JPG" ]	A	relationships	location	static
80	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "ffOraF0MrTel.JPG" ]	A	scene	viewpoint	perception
81	test	<image> Which object is the orange cube closest to? A. red cube B. a small cyan ball C. purple cube D. blue cylinder	[ "ffOraF0MrTel.JPG" ]	B	relationships	location	static
82	test	<image> Which object is the blue cube closest to? A. red cube B. purple cube C. a cyan ball D. cyan ball	[ "ffOraF0MrTel.JPG" ]	D	relationships	location	static
83	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "YvnFCN3dYf35.JPG" ]	A	scene	viewpoint	perception
84	test	<image> Which object is the orange cube closest to? A. red cube B. green car C. purple cube D. blue cylinder	[ "YvnFCN3dYf35.JPG" ]	B	relationships	location	static
85	test	<image> Which object is the green cube closest to? A. red cube B. purple cube C. a cyan ball D. green car	[ "YvnFCN3dYf35.JPG" ]	D	relationships	location	static
86	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow cube D. blue cylinder	[ "KEazAoOGqLUy.JPG" ]	C	scene	viewpoint	perception
87	test	<image> Which object is the orange cube closest to? A. red cube B. green car C. purple cube D. blue cube	[ "KEazAoOGqLUy.JPG" ]	D	relationships	location	static
88	test	<image> Which object is the orange cube closest to? A. red cube B. purple cube C. a cyan ball D. blue car	[ "KEazAoOGqLUy.JPG" ]	D	relationships	location	static
89	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. pink ball D. blue cylinder	[ "b7hBbuy0f0za.JPG" ]	C	scene	viewpoint	perception
90	test	<image> Which object is the orange cube closest to? A. red cube B. green car C. purple cube D. blue cube	[ "b7hBbuy0f0za.JPG" ]	D	relationships	location	static
91	test	<image> Which object is the yellow cube closest to? A. red cube B. purple cube C. pink ball D. blue car	[ "b7hBbuy0f0za.JPG" ]	C	relationships	location	static
92	test	<image> Which object is the pink ball closest to? A. red cube B. blue cube C. green cube D. yellow cube	[ "b7hBbuy0f0za.JPG" ]	D	relationships	location	static
93	test	<image> Which object is the pink ball closest to? A. red cube B. blue cube C. green cube D. yellow cube	[ "KEazAoOGqLUy.JPG" ]	B	relationships	location	static
94	test	<image> Which object is the green car closest to? A. red cube B. blue cube C. green cube D. yellow cube	[ "YvnFCN3dYf35.JPG" ]	C	relationships	location	static
95	test	<image> Which object is the camera closest to? A. red cube B. blue cube C. yellow ball D. blue cylinder	[ "Ka4cCPNTvxjA.JPG" ]	C	scene	viewpoint	perception
96	test	<image> Which object is the orange cube closest to? A. red cube B. green car C. purple cube D. blue cube	[ "IGTG1kju3Ksn.JPG" ]	D	relationships	location	static
97	val	<video> What happens when the magnet is brought close to the burnt matches in the video? A. The matches move away from the magnet. B. The matches remain stationary. C. The matches are attracted to the magnet. D. The matches change color.	[ "pzaOP6IK2vXT.mp4" ]	C	dynamics	chemistry	perception
98	test	<video> Why are the phenomena happens in the video? A. Because they are lighter than air. B. Due to the presence of ferric oxide in the match heads. C. Because they are coated with a special glue. D. Due to static electricity on the magnet.	[ "pzaOP6IK2vXT.mp4" ]	B	dynamics	chemistry	reasoning
99	test	<video> What is the shape of the magnet used in the video? A. Spherical B. Cubic C. Cylindrical with flat top and bottom D. Pyramid	[ "pzaOP6IK2vXT.mp4" ]	C	relationships	size	dynamic

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PhysBench for lmms-eval

Normalized PhysBench annotations with the official public answers and media archives.

Source: https://huggingface.co/datasets/USC-PSI-Lab/PhysBench. The source dataset license is preserved.

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