MuseBench: Benchmarking Intent-Level Audiovisual Arts Understanding in MLLMs Paper • 2606.30026 • Published 20 days ago • 6
Confidence-Aware Tool Orchestration for Robust Video Understanding Paper • 2606.26904 • Published 24 days ago • 11
When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning Paper • 2602.08236 • Published Feb 9 • 9
Reliable and Responsible Foundation Models: A Comprehensive Survey Paper • 2602.08145 • Published Feb 4 • 8
AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories Paper • 2602.14941 • Published Feb 16 • 6
EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding Paper • 2605.09874 • Published May 11 • 2
PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation Paper • 2605.14269 • Published May 14 • 9
VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction Paper • 2605.15186 • Published May 14 • 26
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning Paper • 2507.06485 • Published Jul 9, 2025 • 5
Movie Facts and Fibs (MF$^2$): A Benchmark for Long Movie Understanding Paper • 2506.06275 • Published Jun 6, 2025
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation Paper • 2506.17113 • Published Jun 20, 2025 • 5
Refusal Falls off a Cliff: How Safety Alignment Fails in Reasoning? Paper • 2510.06036 • Published Oct 7, 2025 • 7
Planning with Sketch-Guided Verification for Physics-Aware Video Generation Paper • 2511.17450 • Published Nov 21, 2025 • 4
WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning Paper • 2512.02425 • Published Dec 2, 2025 • 25
MedForget: Hierarchy-Aware Multimodal Unlearning Testbed for Medical AI Paper • 2512.09867 • Published Dec 10, 2025