FuxiaoLiu / MMCLinks
[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
☆97Updated 6 months ago
Alternatives and similar repositories for MMC
Users that are interested in MMC are comparing it to the libraries listed below
Sorting:
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆154Updated 9 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆87Updated last year
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆119Updated 10 months ago
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆78Updated 8 months ago
- ☆65Updated last year
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆135Updated 2 years ago
- ☆77Updated 10 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆86Updated last year
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆92Updated last month
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆120Updated 2 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
- ACL 2025: Synthetic data generation pipelines for text-rich images.☆87Updated 4 months ago
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆108Updated 2 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆95Updated last year
- Harnessing 1.4M GPT4V-synthesized Data for A Lite Vision-Language Model☆266Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆284Updated 10 months ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆282Updated last year
- Official repository of MMDU dataset☆92Updated 9 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆70Updated 9 months ago
- ☆39Updated last year
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆40Updated 8 months ago
- ☆100Updated last year
- MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…☆59Updated 2 months ago
- ☆66Updated last year
- Touchstone: Evaluating Vision-Language Models by Language Models☆83Updated last year
- This is the official repository for Retrieval Augmented Visual Question Answering☆231Updated 6 months ago
- ☆137Updated last year
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆76Updated 8 months ago
- ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆113Updated 11 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