Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published Oct 13 • 56
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published Oct 13 • 56
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research Paper • 2610.02202 • Published Oct 1 • 12
SPADE: Self-Play in Adaptive Synthetic Executable Environments Paper • 2608.19197 • Published Aug 19 • 48
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 • 42
PlaylistEval: Can Video-Language Judges Be Trusted at Day Scale and Beyond? Paper • 2609.34314 • Published Sep 28 • 5
PlaylistEval: Can Video-Language Judges Be Trusted at Day Scale and Beyond? Paper • 2609.34314 • Published Sep 28 • 5
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
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
A 2-step Framework for Automated Literary Translation Evaluation: Its Promises and Pitfalls Paper • 2412.01340 • Published Dec 2, 2024
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
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
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? Paper • 2402.11597 • Published Feb 18, 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Paper • 2406.05761 • Published Jun 9, 2024 • 3
BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation Paper • 2506.00482 • Published May 31, 2025 • 8