Alternatives and similar repositories for MLVU

Users that are interested in MLVU are comparing it to the libraries listed below

• EvolvingLMMs-Lab / LongVA
  Long Context Transfer from Language to Vision
  ☆397Updated 8 months ago
• llyx97 / TempCompass
  [ACL 2024 Findings] "TempCompass: Do Video LLMs Really Understand Videos?", Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, …
  ☆125Updated 7 months ago
• RifleZhang / LLaVA-Hound-DPO
  ☆155Updated last year
• zai-org / LVBench
  [ICCV 2025] LVBench: An Extreme Long Video Understanding Benchmark
  ☆125Updated 4 months ago
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆312Updated 10 months ago
• TIGER-AI-Lab / Mantis
  Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]
  ☆231Updated 7 months ago
• HJYao00 / DenseConnector
  【NeurIPS 2024】Dense Connector for MLLMs
  ☆180Updated last year
• AILab-CVC / SEED-Bench
  (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.
  ☆355Updated 10 months ago
• imagegridworth / IG-VLM
  ☆139Updated last year
• open-compass / MMBench
  Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
  ☆266Updated 6 months ago
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆276Updated last year
• Kwai-YuanQi / MM-RLHF
  The Next Step Forward in Multimodal LLM Alignment
  ☆186Updated 6 months ago
• luogen1996 / LLaVA-HR
  [ICLR2025] LLaVA-HR: High-Resolution Large Language-Vision Assistant
  ☆247Updated last year
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆97Updated last year
• scofield7419 / Video-of-Thought
  Video Chain of Thought, Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"
  ☆169Updated 8 months ago
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆297Updated last year
• ttengwang / Awesome_Long_Form_Video_Understanding
  Awesome papers & datasets specifically focused on long-term videos.
  ☆328Updated last month
• huangb23 / VTimeLLM
  [CVPR'2024 Highlight] Official PyTorch implementation of the paper "VTimeLLM: Empower LLM to Grasp Video Moments".
  ☆292Updated last year
• MMStar-Benchmark / MMStar
  [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"
  ☆199Updated last year
• baaivision / EVE
  EVE Series: Encoder-Free Vision-Language Models from BAAI
  ☆357Updated 3 months ago
• OpenGVLab / VideoChat-R1
  [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning
  ☆227Updated last month
• gls0425 / LinVT
  LinVT: Empower Your Image-level Large Language Model to Understand Videos
  ☆82Updated 10 months ago
• SCZwangxiao / video-FlexReduc
  Official implementation of paper AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding
  ☆88Updated 6 months ago
• swordlidev / Evaluation-Multimodal-LLMs-Survey
  A Survey on Benchmarks of Multimodal Large Language Models
  ☆143Updated 4 months ago
• OpenGVLab / MMT-Bench
  [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
  ☆115Updated last year
• WHB139426 / Grounded-Video-LLM
  [EMNLP 2025 Findings] Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
  ☆135Updated 3 months ago
• TencentARC / ST-LLM
  [ECCV 2024🔥] Official implementation of the paper "ST-LLM: Large Language Models Are Effective Temporal Learners"
  ☆150Updated last year
• gyxxyg / TRACE
  [ICLR 2025] TRACE: Temporal Grounding Video LLM via Casual Event Modeling
  ☆136Updated 3 months ago
• longvideobench / LongVideoBench
  [Neurips 24' D&B] Official Dataloader and Evaluation Scripts for LongVideoBench.
  ☆112Updated last year
• 42Shawn / LLaVA-PruMerge
  LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
  ☆154Updated last month