ZrrSkywalker / MAVISLinks
[ICLR 2025] Mathematical Visual Instruction Tuning for Multi-modal Large Language Models
☆152Updated 10 months ago
Alternatives and similar repositories for MAVIS
Users that are interested in MAVIS are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?☆170Updated 5 months ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆269Updated 4 months ago
- Chain-of-Spot: Interactive Reasoning Improves Large Vision-language Models☆96Updated last year
- An open-source implementation for training LLaVA-NeXT.☆422Updated 11 months ago
- (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator☆114Updated 6 months ago
- Official repository of MMDU dataset☆95Updated last year
- 🚀 [NeurIPS24] Make Vision Matter in Visual-Question-Answering (VQA)! Introducing NaturalBench, a vision-centric VQA benchmark (NeurIPS'2…☆88Updated 3 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆130Updated 2 months ago
- [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of…☆115Updated 10 months ago
- Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization☆94Updated last year
- [NAACL 2025 Oral] 🎉 From redundancy to relevance: Enhancing explainability in multimodal large language models☆121Updated 8 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆157Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆82Updated 11 months ago
- Evaluating Vision & Language Pretraining Models with Objects, Attributes and Relations. [EMNLP 2022]☆135Updated last year
- Official code of *Virgo: A Preliminary Exploration on Reproducing o1-like MLLM*☆109Updated 4 months ago
- ☆94Updated 9 months ago
- A RLHF Infrastructure for Vision-Language Models☆184Updated 11 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆93Updated last month
- (AAAI 2024) BLIVA: A Simple Multimodal LLM for Better Handling of Text-rich Visual Questions☆258Updated last year
- ☆100Updated last year
- [ACL 2023 Findings] FACTUAL dataset, the textual scene graph parser trained on FACTUAL.☆117Updated 3 months ago
- [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding☆57Updated 10 months ago
- A bug-free and improved implementation of LLaVA-UHD, based on the code from the official repo☆34Updated last year
- [ICML 2024] | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI☆114Updated last year
- ☆154Updated 11 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆58Updated 11 months ago
- (ACL 2025) MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale☆48Updated 4 months ago
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆48Updated 7 months ago
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆196Updated last year
- [NeurIPS 2025] MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning☆80Updated 3 weeks ago