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upvoted 2 papers 25 days ago

AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

Paper • 2606.05080 • Published 27 days ago • 30

VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding

Paper • 2606.05259 • Published 27 days ago • 39

upvoted 3 papers about 2 months ago

Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems

Paper • 2605.04018 • Published May 5 • 41

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 222

Step-level Optimization for Efficient Computer-use Agents

Paper • 2604.27151 • Published Apr 29 • 19

upvoted 2 papers 5 months ago

SAGE: Benchmarking and Improving Retrieval for Deep Research Agents

Paper • 2602.05975 • Published Feb 5 • 12

RISE-Video: Can Video Generators Decode Implicit World Rules?

Paper • 2602.05986 • Published Feb 5 • 27

upvoted 4 papers 12 months ago

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Paper • 2507.06229 • Published Jul 8, 2025 • 78

Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers

Paper • 2507.06223 • Published Jul 8, 2025 • 14

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

Paper • 2507.02694 • Published Jul 3, 2025 • 19

SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks

Paper • 2507.01001 • Published Jul 1, 2025 • 47

upvoted a paper about 1 year ago

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure

Paper • 2506.12278 • Published Jun 13, 2025 • 16