FuxiaoLiu / MMCLinks
[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
☆96Updated 4 months ago
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☆81Updated 10 months ago
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆135Updated last year
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆151Updated 8 months ago
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆84Updated 11 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆115Updated last month
- Official PyTorch Implementation of MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced …☆78Updated 6 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆117Updated 6 months ago
- ☆64Updated last year
- ACL 2025: Synthetic data generation pipelines for text-rich images.☆73Updated 3 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆88Updated this week
- ☆72Updated 9 months ago
- MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering. A comprehensive evaluation of multimodal large model multilingua…☆59Updated 3 weeks ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆69Updated 7 months ago
- Official repository of MMDU dataset☆91Updated 8 months ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆280Updated last year
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆117Updated 8 months ago
- Code & Dataset for Paper: "Distill Visual Chart Reasoning Ability from LLMs to MLLMs"☆53Updated 7 months ago
- ☆99Updated last year
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆88Updated last year
- ☆77Updated 4 months ago
- Evaluation code and datasets for the ACL 2024 paper, VISTA: Visualized Text Embedding for Universal Multi-Modal Retrieval. The original c…☆38Updated 6 months ago
- ☆49Updated last year
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆207Updated last year
- A RLHF Infrastructure for Vision-Language Models☆176Updated 6 months ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆95Updated last year
- [NeurIPS 2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆107Updated 3 weeks ago
- ☆135Updated last year
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆279Updated 8 months ago
- MMR1: Advancing the Frontiers of Multimodal Reasoning☆159Updated 2 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆74Updated 6 months ago