Alternatives and similar repositories for MMLongBench-Doc

Users that are interested in MMLongBench-Doc are comparing it to the libraries listed below

• HZQ950419 / Math-LLaVA
  Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
  ☆89Updated last year
• OpenGVLab / ChartAst
  [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.
  ☆125Updated last year
• FuxiaoLiu / MMC
  [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
  ☆96Updated 8 months ago
• OpenGVLab / MM-NIAH
  [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…
  ☆115Updated 9 months ago
• princeton-nlp / CharXiv
  [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
  ☆125Updated 4 months ago
• LinWeizheDragon / FLMR
  The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.
  ☆97Updated 3 months ago
• TIGER-AI-Lab / UniIR
  Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)
  ☆164Updated 11 months ago
• Liuziyu77 / MMDU
  Official repository of MMDU dataset
  ☆93Updated 11 months ago
• InternLM / POLAR
  Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.
  ☆152Updated 2 months ago
• DAMO-NLP-SG / multimodal_textbook
  [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"
  ☆169Updated 5 months ago
• thunlp / Muffin
  ☆65Updated last year
• haon-chen / mmE5
  ☆48Updated 6 months ago
• LengSicong / MMR1
  MMR1: Advancing the Frontiers of Multimodal Reasoning
  ☆163Updated 5 months ago
• ECNU-ICALK / EduChat-Math
  ☆38Updated 10 months ago
• mathllm / MATH-V
  [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.
  ☆115Updated 3 months ago
• RUCAIBox / Virgo
  Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*
  ☆106Updated 3 months ago
• hewei2001 / ReachQA
  [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs
  ☆55Updated 2 weeks ago
• Kun-Xiang / AtomThink
  Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"
  ☆55Updated last month
• Alpha-Innovator / SimChart9K
  The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.
  ☆26Updated last year
• OpenGVLab / V2PE
  [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding
  ☆57Updated 9 months ago
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆70Updated 10 months ago
• DataArcTech / RagVL
  Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …
  ☆82Updated 9 months ago
• CMMMU-Benchmark / CMMMU
  ☆48Updated 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…
  ☆310Updated 2 weeks ago
• infly-ai / INF-MLLM
  ☆92Updated 2 months ago
• RM-R1-UIUC / RM-R1
  RM-R1: Unleashing the Reasoning Potential of Reward Models
  ☆132Updated 2 months ago
• dvlab-research / Mr-Ben
  This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"
  ☆50Updated 10 months ago
• vis-nlp / UniChart
  ☆80Updated 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 7 months ago
• njucckevin / MM-Self-Improve
  A Self-Training Framework for Vision-Language Reasoning
  ☆83Updated 7 months ago