mayubo2333 / MMLongBench-DocLinks
Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
☆83Updated 11 months ago
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☆84Updated 11 months ago
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆96Updated 5 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
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆50Updated 6 months ago
- ☆100Updated last year
- The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆161Updated 3 months ago
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆104Updated 3 weeks ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆91Updated 3 weeks ago
- ☆64Updated last year
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆119Updated 2 months ago
- ☆53Updated this week
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆160Updated 3 months ago
- Official repository of MMDU dataset☆92Updated 8 months ago
- ACL 2025: Synthetic data generation pipelines for text-rich images.☆82Updated 3 months ago
- Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models☆62Updated 7 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆152Updated 8 months ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆78Updated 7 months ago
- A Self-Training Framework for Vision-Language Reasoning☆80Updated 5 months ago
- Evaluation framework for paper "VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?"☆57Updated 8 months ago
- ☆49Updated 3 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆118Updated 2 weeks ago
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆107Updated last month
- ☆34Updated 8 months ago
- ☆74Updated last year
- The codebase for our EMNLP24 paper: Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Mo…☆79Updated 4 months ago
- ☆54Updated 3 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆69Updated 8 months ago
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆25Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆75Updated 7 months ago
- MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…☆59Updated last month