AtsuMiyai / UPD
Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models
☆76Updated 7 months ago
Alternatives and similar repositories for UPD:
Users that are interested in UPD are comparing it to the libraries listed below
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆65Updated 11 months ago
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆61Updated 9 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆83Updated last year
- ☆53Updated 6 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆25Updated last month
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆67Updated 2 months ago
- This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…☆78Updated 2 months ago
- ☆41Updated 6 months ago
- Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆128Updated 3 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆52Updated last month
- FreeVA: Offline MLLM as Training-Free Video Assistant☆59Updated 11 months ago
- Official Repository of Personalized Visual Instruct Tuning☆28Updated 2 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆73Updated 10 months ago
- [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models☆59Updated this week
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆56Updated 7 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆124Updated 10 months ago
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆70Updated 5 months ago
- ☆45Updated 3 months ago
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆42Updated this week
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆79Updated last month
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆53Updated 2 weeks ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆67Updated 2 months ago
- [NeurIPS2023] Official implementation of the paper "Large Language Models are Visual Reasoning Coordinators"☆105Updated last year
- A instruction data generation system for multimodal language models.☆32Updated 3 months ago
- [ECCV 2024] BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models☆85Updated 8 months ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆39Updated 4 months ago
- ☆45Updated last year
- 🔥 [ICLR 2025] Official Benchmark Toolkits for "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"☆27Updated 3 months ago
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆29Updated last month
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆79Updated 6 months ago