When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents
Paper • 2606.05806 • Published • 23
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CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM
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InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Paper • 2508.18265 • Published • 224
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
Paper • 2510.08540 • Published • 110
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving
Paper • 2405.05258 • Published
An Empirical Study of Training State-of-the-Art LiDAR Segmentation Models
Paper • 2405.14870 • Published
Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning
Paper • 2512.10534 • Published • 33
OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification
Paper • 2512.10756 • Published • 35
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Fix templating bug in English type: 0 needles
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