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upvoted a paper 14 days ago

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

Paper • 2608.21360 • Published 18 days ago • 31

upvoted a paper 2 months ago

Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory

Paper • 2607.05511 • Published Jul 6 • 23

upvoted a paper 3 months ago

OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains

Paper • 2606.14702 • Published Jun 12 • 33

upvoted 2 papers 5 months ago

PersonaVLM: Long-Term Personalized Multimodal LLMs

Paper • 2604.13074 • Published Mar 20 • 46

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published Apr 6 • 236

upvoted a paper 6 months ago

VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding

Paper • 2603.22285 • Published Mar 23 • 50

upvoted a paper 10 months ago

VITA-E: Natural Embodied Interaction with Concurrent Seeing, Hearing, Speaking, and Acting

Paper • 2510.21817 • Published Oct 21, 2025 • 41

upvoted 4 papers over 1 year ago

MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios

Paper • 2505.21333 • Published May 27, 2025 • 38

R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning

Paper • 2505.02835 • Published May 5, 2025 • 28

Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published Apr 14, 2025 • 30

MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models

Paper • 2504.03641 • Published Apr 4, 2025 • 14