Reframe: Observation-Aligned Multi-Teacher On-Policy Distillation for Agentic Visual Reasoning Paper • 2611.12886 • Published 3 days ago • 40
Reframe: Observation-Aligned Multi-Teacher On-Policy Distillation for Agentic Visual Reasoning Paper • 2611.12886 • Published 3 days ago • 40
FIRM-Video: Check Before You Score for Reliable Text-to-Video Reward Modeling Paper • 2608.21839 • Published Aug 22 • 4
Video-IFBench: Evaluating Instruction Following of Multimodal LLMs in Video Understanding Scenarios Paper • 2608.25529 • Published Aug 26 • 17
EvaOmni: An Evidence-Grounded Benchmark for Audio-Visual Reasoning Paper • 2610.28444 • Published 23 days ago • 24
Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities Paper • 2610.39301 • Published 14 days ago • 20
Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities Paper • 2610.39301 • Published 14 days ago • 20
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Paper • 2607.24957 • Published Jul 27 • 16
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published Jul 16 • 111
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published May 18 • 22
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published May 25 • 35
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence Paper • 2606.20515 • Published Jun 18 • 42
ViQ: Text-Aligned Visual Quantized Representations at Any Resolution Paper • 2606.27313 • Published Jun 25 • 29
OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains Paper • 2606.14702 • Published Jun 12 • 32
From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published May 27 • 75
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published Apr 6 • 229
VisBrowse-Bench: Benchmarking Visual-Native Search for Multimodal Browsing Agents Paper • 2603.16289 • Published Mar 17 • 1
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis Paper • 2603.29620 • Published Mar 31 • 44