FuxiaoLiu / MMCLinks
[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
☆95Updated last year
Alternatives and similar repositories for MMC
Users that are interested in MMC are comparing it to the libraries listed below
Sorting:
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆120Updated 3 months ago
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆132Updated last year
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆92Updated last year
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆134Updated 2 years ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆177Updated last year
- ☆84Updated last year
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆121Updated last year
- ☆66Updated last year
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆138Updated 9 months ago
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆280Updated last year
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆105Updated 7 months ago
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆26Updated last year
- ☆48Updated last year
- Official repository of MMDU dataset☆102Updated last year
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆72Updated last year
- MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…☆63Updated 8 months ago
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆303Updated last year
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆128Updated 8 months ago
- ☆101Updated 2 years ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆294Updated last year
- Touchstone: Evaluating Vision-Language Models by Language Models☆83Updated 2 years ago
- InstructionGPT-4☆42Updated 2 years ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆90Updated last year
- ☆114Updated 2 weeks ago
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆116Updated last year
- ☆42Updated 2 years ago
- Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"☆61Updated 2 months ago
- An benchmark for evaluating the capabilities of large vision-language models (LVLMs)☆46Updated 2 years ago
- [ICCV 2025 Highlight] The official repository for "2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining"☆190Updated 10 months ago
- A huge dataset for Document Visual Question Answering☆20Updated last year