Alternatives and similar repositories for MMC

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

• TIGER-AI-Lab / UniIR
  Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)
  ☆169Updated last year
• mayubo2333 / MMLongBench-Doc
  Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
  ☆109Updated 2 months ago
• OpenGVLab / ChartAst
  [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.
  ☆131Updated last year
• vis-nlp / UniChart
  ☆83Updated last year
• PLUM-Lab / MultiInstruct
  MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
  ☆134Updated 2 years ago
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆118Updated last year
• LinWeizheDragon / FLMR
  The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.
  ☆103Updated 6 months ago
• princeton-nlp / CharXiv
  [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
  ☆134Updated 7 months ago
• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆92Updated last year
• thunlp / Muffin
  ☆66Updated last year
• FreedomIntelligence / ALLaVA
  Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model
  ☆277Updated last year
• FudanDISC / ReForm-Eval
  An benchmark for evaluating the capabilities of large vision-language models (LVLMs)
  ☆46Updated 2 years ago
• InternScience / SimChart9K
  The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.
  ☆26Updated last year
• DataArcTech / RagVL
  Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …
  ☆89Updated last year
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆72Updated 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…
  ☆84Updated 10 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆98Updated last year
• RLHF-V / RLHF-V
  [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
  ☆300Updated last year
• bytedance / MTVQA
  MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…
  ☆63Updated 6 months ago
• CMMMU-Benchmark / CMMMU
  ☆48Updated last year
• vlf-silkie / VLFeedback
  ☆100Updated last year
• TideDra / VL-RLHF
  A RLHF Infrastructure for Vision-Language Models
  ☆187Updated last year
• open-vision-language / oven
  ☆41Updated 2 years ago
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆98Updated last year
• ECNU-ICALK / EduChat-Math
  [MM 2025] CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models
  ☆48Updated last year
• NiteshMethani / PlotQA
  Dataset introduced in PlotQA: Reasoning over Scientific Plots
  ☆82Updated 2 years ago
• JUNJIE99 / VISTA_Evaluation_FineTuning
  Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…
  ☆44Updated last year
• huggingface / docmatix
  A huge dataset for Document Visual Question Answering
  ☆20Updated last year
• OFA-Sys / TouchStone
  Touchstone: Evaluating Vision-Language Models by Language Models
  ☆83Updated last year
• FuxiaoLiu / LRV-Instruction
  [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
  ☆293Updated last year