mayubo2333 / MMLongBench-DocLinks
Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
☆87Updated last year
Alternatives and similar repositories for MMLongBench-Doc
Users that are interested in MMLongBench-Doc are comparing it to the libraries listed below
Sorting:
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆86Updated last year
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆119Updated 10 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 7 months ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆97Updated 6 months ago
- ACL 2025: Synthetic data generation pipelines for text-rich images.☆87Updated 4 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆154Updated 9 months ago
- ☆50Updated 4 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆120Updated 2 months ago
- ☆65Updated last year
- ☆54Updated 4 months ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆78Updated 8 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆92Updated last month
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆50Updated 7 months ago
- [ICCV 2025] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆164Updated 3 months ago
- Official repository of MMDU dataset☆92Updated 9 months ago
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆108Updated last month
- MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…☆59Updated 2 months ago
- Touchstone: Evaluating Vision-Language Models by Language Models☆83Updated last year
- Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"☆54Updated 8 months ago
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆79Updated 5 months ago
- ☆100Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆105Updated last month
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆70Updated 8 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆266Updated last year
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆25Updated last year
- An Arena-style Automated Evaluation Benchmark for Detailed Captioning☆50Updated last month
- ☆77Updated 10 months ago
- ☆35Updated 8 months ago
- Official Repo for the paper: VCR: Visual Caption Restoration. Check arxiv.org/pdf/2406.06462 for details.☆31Updated 4 months ago
- [ACL 2024] This is the code repo for our ACL‘24 paper "MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module …☆36Updated last year