Alternatives and similar repositories for MM-NIAH

Users that are interested in MM-NIAH are comparing it to the libraries listed below

• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆97Updated 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
• RUCAIBox / Virgo
  Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*
  ☆109Updated 5 months ago
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆276Updated last year
• DAMO-NLP-SG / multimodal_textbook
  [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"
  ☆175Updated 7 months ago
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆296Updated last year
• LengSicong / MMR1
  MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
  ☆208Updated last month
• TIGER-AI-Lab / VL-Rethinker
  The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]
  ☆164Updated 5 months ago
• thunlp / Muffin
  ☆66Updated last year
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆186Updated 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"
  ☆198Updated last year
• vlf-silkie / VLFeedback
  ☆100Updated last year
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆83Updated 9 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆99Updated 10 months ago
• TIGER-AI-Lab / Mantis
  Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]
  ☆231Updated 7 months ago
• OpenGVLab / V2PE
  [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
  ☆57Updated 11 months ago
• BAAI-DCAI / DataOptim
  A collection of visual instruction tuning datasets.
  ☆76Updated last year
• open-compass / MMBench
  Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
  ☆265Updated 5 months ago
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆86Updated 9 months ago
• MME-Benchmarks / MME-RealWorld
  ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
  ☆139Updated 3 weeks ago
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆91Updated last year
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆72Updated last year
• RifleZhang / LLaVA-Hound-DPO
  ☆155Updated last year
• EvolvingLMMs-Lab / multimodal-search-r1
  MMSearch-R1 is an end-to-end RL framework that enables LMMs to perform on-demand, multi-turn search with real-world multimodal search too…
  ☆347Updated 2 months ago
• yuweihao / MM-Vet
  MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities (ICML 2024)
  ☆312Updated 9 months ago
• zai-org / CogCoM
  ☆215Updated last year
• ParadoxZW / LLaVA-UHD-Better
  A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo
  ☆34Updated last year
• zai-org / LVBench
  [ICCV 2025] LVBench: An Extreme Long Video Understanding Benchmark
  ☆125Updated 4 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆98Updated last year
• X2FD / LVIS-INSTRUCT4V
  ☆133Updated last year