Alternatives and similar repositories for MMFM-Challenge

Users that are interested in MMFM-Challenge are comparing it to the libraries listed below

• amazon-science / QA-ViT
  ☆69Updated last year
• mu-cai / matryoshka-mm
  Matryoshka Multimodal Models
  ☆116Updated 10 months ago
• facebookresearch / DCI
  Densely Captioned Images (DCI) dataset repository.
  ☆194Updated last year
• bronyayang / Law_of_Vision_Representation_in_MLLMs
  [COLM'25] Official implementation of the Law of Vision Representation in MLLMs
  ☆170Updated last month
• zeyofu / BLINK_Benchmark
  This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…
  ☆149Updated 2 months ago
• foundation-multimodal-models / CAPTURE
  ☆80Updated last year
• X2FD / LVIS-INSTRUCT4V
  ☆133Updated last year
• Understanding-Visual-Datasets / VisDiff
  Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)
  ☆128Updated 3 weeks ago
• yuecao0119 / MMInstruct
  [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…
  ☆59Updated last year
• mlfoundations / VisIT-Bench
  ☆50Updated 2 years ago
• TencentARC / GVT
  Official code for "What Makes for Good Visual Tokenizers for Large Language Models?".
  ☆58Updated 2 years ago
• Yangyi-Chen / SOLO
  [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"
  ☆147Updated last year
• SHI-Labs / CuMo
  CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
  ☆159Updated last year
• HJYao00 / DenseConnector
  【NeurIPS 2024】Dense Connector for MLLMs
  ☆180Updated last year
• LAION-AI / scaling-laws-openclip
  Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)
  ☆181Updated 5 months ago
• vinid / neg_clip
  NegCLIP.
  ☆38Updated 2 years ago
• kongds / E5-V
  E5-V: Universal Embeddings with Multimodal Large Language Models
  ☆274Updated 11 months ago
• yfzhang114 / LLaVA-Align
  [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…
  ☆82Updated 9 months ago
• WisconsinAIVision / ViP-LLaVA
  [CVPR2024] ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
  ☆331Updated last year
• icoz69 / StableLLAVA
  Official repo for StableLLAVA
  ☆95Updated last year
• facebookresearch / diht
  Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training
  ☆138Updated 2 years ago
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆72Updated last year
• patrick-tssn / VideoHallucer
  VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)
  ☆38Updated last month
• Victorwz / MLM_Filter
  Official implementation of our paper "Finetuned Multimodal Language Models are High-Quality Image-Text Data Filters".
  ☆68Updated 7 months ago
• SivanDoveh / DAC
  Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models
  ☆27Updated 2 years ago
• yuhui-zh15 / VLMClassifier
  Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)
  ☆92Updated last year
• teaching-clip-to-count / teaching-clip-to-count.github.io
  ☆16Updated 2 years ago
• TIGER-AI-Lab / Mantis
  Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR 2024]
  ☆231Updated 8 months ago
• TempleX98 / MoVA
  [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context
  ☆168Updated 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