MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models Paper • 2306.13394 • Published Jun 23, 2023
VITA: Towards Open-Source Interactive Omni Multimodal LLM Paper • 2408.05211 • Published Aug 9, 2024 • 50
MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs Paper • 2411.15296 • Published Nov 22, 2024 • 21
Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM Paper • 2411.00774 • Published Nov 1, 2024
VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction Paper • 2501.01957 • Published Jan 3, 2025 • 47
Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy Paper • 2502.05177 • Published Feb 7, 2025 • 2
VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model Paper • 2505.03739 • Published May 6, 2025 • 9
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence? Paper • 2604.03016 • Published 7 days ago • 30
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published 4 days ago • 213
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published 4 days ago • 213
VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding Paper • 2603.22285 • Published 17 days ago • 49
Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion Paper • 2603.06577 • Published Mar 6 • 48
Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion Paper • 2603.06577 • Published Mar 6 • 48
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption Paper • 2412.09283 • Published Dec 12, 2024 • 19
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis Paper • 2405.21075 • Published May 31, 2024 • 26
A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise Paper • 2312.12436 • Published Dec 19, 2023 • 15