Alternatives and similar repositories for MMBench

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

• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆281Updated 9 months ago
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆263Updated last year
• FanqingM / MM-Eureka-V0
  MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka
  ☆307Updated this week
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆177Updated 7 months ago
• TIGER-AI-Lab / Mantis
  Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR2024]
  ☆218Updated 3 months ago
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆117Updated 7 months ago
• 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"
  ☆182Updated 9 months ago
• AILab-CVC / SEED-Bench
  (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.
  ☆343Updated 5 months ago
• OpenRLHF / OpenRLHF-M
  An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.
  ☆130Updated 2 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆92Updated 8 months ago
• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆280Updated last year
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆303Updated 5 months ago
• RUCAIBox / POPE
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆209Updated last year
• tianyi-lab / HallusionBench
  [CVPR'24] HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(…
  ☆286Updated 7 months ago
• OpenGVLab / LAMM
  [NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents
  ☆315Updated last year
• THUDM / CogCoM
  ☆197Updated 11 months ago
• LengSicong / MMR1
  MMR1: Advancing the Frontiers of Multimodal Reasoning
  ☆160Updated 3 months ago
• OpenGVLab / OmniCorpus
  [ICLR 2025 Spotlight] OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
  ☆368Updated last month
• tsb0601 / MMVP
  ☆338Updated last year
• pkunlp-icler / FastV
  [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…
  ☆439Updated 5 months ago
• shikiw / OPERA
  [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…
  ☆344Updated 10 months ago
• OpenGVLab / MMT-Bench
  ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
  ☆111Updated 11 months ago
• RLHF-V / RLAIF-V
  [CVPR'25 highlight] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
  ☆380Updated last month
• RifleZhang / LLaVA-Hound-DPO
  ☆149Updated 7 months ago
• BAAI-DCAI / Visual-Instruction-Tuning
  SVIT: Scaling up Visual Instruction Tuning
  ☆163Updated last year
• InfiMM / Awesome-Multimodal-LLM-for-Math-STEM
  Paper collections of multi-modal LLM for Math/STEM/Code.
  ☆101Updated this week
• deepcs233 / Visual-CoT
  [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …
  ☆331Updated 6 months ago
• bronyayang / Law_of_Vision_Representation_in_MLLMs
  Official implementation of the Law of Vision Representation in MLLMs
  ☆156Updated 7 months ago
• RUCAIBox / Virgo
  Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*
  ☆104Updated 3 weeks ago
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated last year