HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published 5 days ago • 238
S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement? Paper • 2608.31100 • Published 6 days ago • 32
OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs Paper • 2608.21360 • Published 16 days ago • 31
SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers Paper • 2609.01343 • Published 5 days ago • 92
VGI-Bench: Probing Visual Intelligence in Video Generation Models Paper • 2608.19583 • Published 11 days ago • 179
StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows Paper • 2608.17800 • Published 19 days ago • 11
EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments Paper • 2607.05155 • Published Jul 6 • 18
MSQA: A Natively Sourced Multilingual and Multicultural SimpleQA Benchmark Paper • 2607.00724 • Published Jul 1
Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields Paper • 2606.11042 • Published Jun 9 • 23
MARBLE: Music Audio Representation Benchmark for Universal Evaluation Paper • 2306.10548 • Published Jun 18, 2023
Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO Paper • 2605.04077 • Published Apr 14 • 7
Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation Paper • 2604.02368 • Published Mar 27 • 12
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL Paper • 2602.07078 • Published Feb 6 • 1
Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models Paper • 2607.12463 • Published Jul 14 • 108
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published Jul 9 • 88
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published Jul 9 • 88