shikiw / Modality-Integration-RateLinks
[ICCV 2025] The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate".
☆106Updated last month
Alternatives and similar repositories for Modality-Integration-Rate
Users that are interested in Modality-Integration-Rate are comparing it to the libraries listed below
Sorting:
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆85Updated 2 weeks ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆98Updated 8 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆125Updated 3 weeks ago
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆56Updated last year
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆189Updated 11 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆35Updated 4 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆94Updated 3 months ago
- Official implement of MIA-DPO☆64Updated 7 months ago
- Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆53Updated 2 months ago
- A Collection of Papers on Diffusion Language Models☆113Updated this week
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆135Updated 9 months ago
- Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"☆61Updated last month
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆25Updated last month
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆57Updated last year
- Official repository of MMDU dataset☆93Updated 11 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 11 months ago
- (ICLR2025 Spotlight) DEEM: Official implementation of Diffusion models serve as the eyes of large language models for image perception.☆37Updated last month
- MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆41Updated 4 months ago
- ☆105Updated 5 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆140Updated 2 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- VLM2-Bench [ACL 2025 Main]: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues☆41Updated 3 months ago
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆31Updated 9 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆79Updated last year
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆92Updated last week
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆72Updated last year
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆68Updated 9 months ago
- (ArXiv25) Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning☆56Updated last month
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆99Updated 9 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆101Updated 10 months ago