Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 19 days ago • 153
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 19 days ago • 153
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research Paper • 2610.02202 • Published about 1 month ago • 12
SPADE: Self-Play in Adaptive Synthetic Executable Environments Paper • 2608.19197 • Published Aug 19 • 51
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL Paper • 2607.04412 • Published Jul 5 • 37
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 43
Verus-SpecGym: An Agentic Environment for Evaluating Specification Autoformalization Paper • 2605.26457 • Published May 26 • 5
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 57
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 57
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists Paper • 2605.20668 • Published May 20 • 14
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists Paper • 2605.20668 • Published May 20 • 14
Reasoning over mathematical objects: on-policy reward modeling and test time aggregation Paper • 2603.18886 • Published Mar 19 • 6
Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs Paper • 2605.09063 • Published May 9 • 83
Measuring Sycophancy of Language Models in Multi-turn Dialogues Paper • 2505.23840 • Published May 28, 2025 • 4
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1, 2025 • 79
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs Paper • 2508.13141 • Published Aug 18, 2025
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding Paper • 2509.21451 • Published Sep 25, 2025
SPICE: Self-Play In Corpus Environments Improves Reasoning Paper • 2510.24684 • Published Oct 28, 2025 • 18
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published Nov 27, 2025 • 15