SAGE: Benchmarking and Improving Retrieval for Deep Research Agents Paper • 2602.05975 • Published 2 days ago • 9
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8, 2025 • 76
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks Paper • 2507.01001 • Published Jul 1, 2025 • 46
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
The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason Paper • 2505.22653 • Published May 28, 2025 • 43
ZeroGUI: Automating Online GUI Learning at Zero Human Cost Paper • 2505.23762 • Published May 29, 2025 • 45
Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence Paper • 2505.23747 • Published May 29, 2025 • 69
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Paper • 2505.15045 • Published May 21, 2025 • 55
Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 Paper • 2503.24376 • Published Mar 31, 2025 • 38
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation Paper • 2503.24379 • Published Mar 31, 2025 • 76
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Paper • 2503.22675 • Published Mar 28, 2025 • 36
PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving Paper • 2503.21821 • Published Mar 26, 2025 • 21
LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM Paper • 2503.04724 • Published Mar 6, 2025 • 72
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval Paper • 2503.04644 • Published Mar 6, 2025 • 21