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
  ☆299Updated last year
• AILab-CVC / SEED-Bench
  (CVPR2024)A benchmark for evaluating Multimodal LLMs using multiple-choice questions.
  ☆356Updated 11 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"
  ☆201Updated last year
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆278Updated last year
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆318Updated 11 months ago
• FanqingM / MM-Eureka-V0
  MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka
  ☆322Updated 6 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆99Updated last year
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆189Updated last year
• OpenGVLab / LAMM
  [NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents
  ☆318Updated last year
• OpenGVLab / MMT-Bench
  [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
  ☆115Updated 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(…
  ☆321Updated 2 months ago
• OpenRLHF / OpenRLHF-M
  An Easy-to-use, Scalable and High-performance RLHF Framework designed for Multimodal Models.
  ☆151Updated 2 months ago
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆119Updated last year
• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆293Updated 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…
  ☆534Updated 11 months ago
• JUNJIE99 / MLVU
  🔥🔥MLVU: Multi-task Long Video Understanding Benchmark
  ☆238Updated 4 months ago
• llava-rlhf / LLaVA-RLHF
  Aligning LMMs with Factually Augmented RLHF
  ☆387Updated 2 years ago
• shikiw / OPERA
  [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…
  ☆388Updated last year
• RUCAIBox / POPE
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆238Updated 4 months ago
• RLHF-V / RLAIF-V
  [CVPR'25 highlight] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
  ☆434Updated 7 months ago
• InfiMM / Awesome-Multimodal-LLM-for-Math-STEM
  Paper collections of multi-modal LLM for Math/STEM/Code.
  ☆132Updated last month
• zai-org / CogCoM
  ☆215Updated last year
• OpenGVLab / OmniCorpus
  [ICLR 2025 Spotlight] OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
  ☆409Updated 7 months ago
• zai-org / LVBench
  [ICCV 2025] LVBench: An Extreme Long Video Understanding Benchmark
  ☆131Updated 5 months ago
• Kwai-YuanQi / MM-RLHF
  The Next Step Forward in Multimodal LLM Alignment
  ☆193Updated 7 months ago
• LengSicong / MMR1
  MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
  ☆211Updated 3 months ago
• yuyq96 / R1-Vision
  R1-Vision: Let's first take a look at the image
  ☆48Updated 10 months ago
• TIGER-AI-Lab / Mantis
  Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]
  ☆237Updated 9 months ago
• RifleZhang / LLaVA-Hound-DPO
  ☆155Updated last year
• zjysteven / lmms-finetune
  A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision,…
  ☆359Updated 2 weeks ago