Alternatives and similar repositories for MMC

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

• mayubo2333 / MMLongBench-Doc
  Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
  ☆80Updated 10 months ago
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆84Updated 10 months ago
• TIGER-AI-Lab / UniIR
  Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)
  ☆142Updated 7 months ago
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆116Updated 5 months ago
• PLUM-Lab / MultiInstruct
  MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
  ☆135Updated last year
• princeton-nlp / CharXiv
  [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
  ☆113Updated 3 weeks ago
• IDEA-FinAI / RagVL
  Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …
  ☆75Updated 6 months ago
• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆277Updated last year
• vis-nlp / UniChart
  ☆72Updated 8 months ago
• LinWeizheDragon / FLMR
  The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.
  ☆87Updated 3 months ago
• vlf-silkie / VLFeedback
  ☆99Updated last year
• allenai / pixmo-docs
  Synthetic data generation pipelines for text-rich images.
  ☆67Updated 2 months ago
• thunlp / Muffin
  ☆63Updated last year
• RUCAIBox / POPE
  The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆207Updated last year
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆278Updated 8 months ago
• DAMO-NLP-SG / multimodal_textbook
  The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"
  ☆153Updated last month
• OpenGVLab / ChartAst
  [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.
  ☆116Updated 8 months ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆87Updated last year
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆175Updated 6 months ago
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆94Updated last year
• TIGER-AI-Lab / VLM2Vec
  This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]
  ☆214Updated last month
• LengSicong / MMR1
  MMR1: Advancing the Frontiers of Multimodal Reasoning
  ☆158Updated last month
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆73Updated 6 months ago
• open-vision-language / infoseek
  ☆46Updated last year
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆261Updated 10 months ago
• InfiMM / Awesome-Multimodal-LLM-for-Math-STEM
  Paper collections of multi-modal LLM for Math/STEM/Code.
  ☆89Updated 3 weeks ago
• zwq2018 / Multi-modal-Self-instruct
  The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…
  ☆79Updated 3 months ago
• RifleZhang / LLaVA-Reasoner-DPO
  ☆75Updated 4 months ago
• mathllm / MATH-V
  [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.
  ☆106Updated this week
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆69Updated 7 months ago