FuxiaoLiu / MMC
[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
☆84Updated last month
Related projects ⓘ
Alternatives and complementary repositories for MMC
- ☆58Updated 9 months ago
- MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning☆133Updated last year
- Code for Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models☆67Updated 4 months ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆110Updated last month
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆66Updated 9 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆102Updated 3 weeks ago
- Official repository of MMDU dataset☆75Updated last month
- [CVPR'24] RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback☆235Updated 2 months ago
- The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆182Updated 7 months ago
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria☆55Updated last month
- ☆84Updated 10 months ago
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆256Updated 8 months ago
- ☆64Updated 3 months ago
- A collection of visual instruction tuning datasets.☆75Updated 8 months ago
- MATH-Vision dataset and code to measure Multimodal Mathematical Reasoning capabilities.☆69Updated last month
- The proposed simulated dataset consisting of 9,536 charts and associated data annotations in CSV format.☆21Updated 8 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆57Updated 4 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆26Updated 4 months ago
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆31Updated 3 months ago
- 【NeurIPS 2024】Dense Connector for MLLMs☆140Updated last month
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆107Updated 2 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆75Updated last month
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆32Updated last week
- A RLHF Infrastructure for Vision-Language Models☆104Updated this week
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆71Updated 2 weeks ago
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆79Updated 9 months ago
- SVIT: Scaling up Visual Instruction Tuning☆163Updated 5 months ago
- ☆131Updated 10 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆69Updated 2 months ago
- ☆121Updated 3 weeks ago