MME-Benchmarks / Video-MMELinks
✨✨[CVPR 2025] Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
☆569Updated last month
Alternatives and similar repositories for Video-MME
Users that are interested in Video-MME are comparing it to the libraries listed below
Sorting:
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆569Updated 3 weeks ago
- Long Context Transfer from Language to Vision☆381Updated 3 months ago
- [CVPR 2024] TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding☆378Updated last month
- ☆337Updated last year
- SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models☆227Updated 9 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆331Updated 6 months ago
- ✨✨Woodpecker: Hallucination Correction for Multimodal Large Language Models☆637Updated 6 months ago
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆578Updated 2 weeks ago
- 🔥🔥MLVU: Multi-task Long Video Understanding Benchmark☆207Updated last week
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆438Updated 5 months ago
- Tarsier -- a family of large-scale video-language models, which is designed to generate high-quality video descriptions , together with g…☆404Updated last month
- LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer☆380Updated 2 months ago
- This is the first paper to explore how to effectively use RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages cold-sta…☆607Updated last week
- Explore the Multimodal “Aha Moment” on 2B Model☆592Updated 3 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆348Updated 3 months ago
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆655Updated last month
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆654Updated 3 weeks ago
- Awesome papers & datasets specifically focused on long-term videos.☆279Updated 7 months ago
- (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.☆343Updated 5 months ago
- A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…☆301Updated 3 months ago
- [ICML 2025] Official PyTorch implementation of LongVU☆383Updated last month
- VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling☆434Updated last week
- LLM2CLIP makes SOTA pretrained CLIP model more SOTA ever.☆526Updated 2 months ago
- [CVPR'25 highlight] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness☆378Updated last month
- [CVPR 2024] MovieChat: From Dense Token to Sparse Memory for Long Video Understanding☆630Updated 4 months ago
- This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for E…☆447Updated last month
- Official Repository of paper VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding☆275Updated 2 months ago
- This is the official code of VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding (ECCV 2024)☆211Updated 6 months ago
- This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]☆267Updated this week
- [ICLR 2024 Spotlight] DreamLLM: Synergistic Multimodal Comprehension and Creation☆448Updated 6 months ago