Unveiling Fine-Grained Visual Traces: Evaluating Multimodal Interleaved Reasoning Chains in Multimodal STEM Tasks Paper • 2604.19697 • Published 20 days ago • 1
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published 3 days ago • 34
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published 10 days ago • 22
Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling Paper • 2605.13062 • Published 15 days ago • 33
Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Paper • 2605.10780 • Published 16 days ago • 33
LongCat-Next: Lexicalizing Modalities as Discrete Tokens Paper • 2603.27538 • Published Mar 29 • 147
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark Paper • 2509.24897 • Published Sep 29, 2025 • 46
VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining Paper • 2603.15030 • Published Mar 16 • 21