NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published 19 days ago • 43
How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 54
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 279
Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning Paper • 2510.18849 • Published Oct 21, 2025 • 20
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset Paper • 2510.15742 • Published Oct 17, 2025 • 50
A^2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning Paper • 2510.12838 • Published Oct 13, 2025 • 24
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs Paper • 2510.10689 • Published Oct 12, 2025 • 46
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems Paper • 2510.11652 • Published Oct 13, 2025 • 29
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published Aug 24, 2025 • 80
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs Paper • 2504.15415 • Published Apr 21, 2025 • 23
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval Paper • 2401.13478 • Published Jan 24, 2024 • 3
MMRA: A Benchmark for Multi-granularity Multi-image Relational Association Paper • 2407.17379 • Published Jul 24, 2024 • 3
OmniBench: Towards The Future of Universal Omni-Language Models Paper • 2409.15272 • Published Sep 23, 2024 • 30
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model Paper • 2410.13639 • Published Oct 17, 2024 • 19
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20, 2025 • 106
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values Paper • 2504.05535 • Published Apr 7, 2025 • 44