AtsuMiyai / UPDLinks
[ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
☆78Updated 3 months ago
Alternatives and similar repositories for UPD
Users that are interested in UPD are comparing it to the libraries listed below
Sorting:
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- [ECCV 2024] BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models☆86Updated last year
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆121Updated last year
- ☆52Updated 8 months ago
- [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆150Updated 2 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 3 months ago
- ☆23Updated 3 months ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 7 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated last year
- Code for our ICLR 2024 paper "PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts"☆78Updated last year
- Matryoshka Multimodal Models☆112Updated 7 months ago
- [NeurIPS 2024] MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models☆72Updated 4 months ago
- [NeurIPS2023] Official implementation of the paper "Large Language Models are Visual Reasoning Coordinators"☆104Updated last year
- VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)☆36Updated 5 months ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆58Updated 9 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆139Updated last year
- Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)☆91Updated 11 months ago
- [SCIS 2024] The official implementation of the paper "MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Di…☆55Updated 10 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆84Updated 3 months ago
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆24Updated 9 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆74Updated 3 months ago
- ☆39Updated last year
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆36Updated 3 months ago
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆70Updated last year
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 9 months ago
- [NeurIPS-24] This is the official implementation of the paper "DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effect…☆40Updated last year
- How Good is Google Bard's Visual Understanding? An Empirical Study on Open Challenges☆30Updated last year
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆41Updated 3 months ago
- [AAAI2025] ChatterBox: Multi-round Multimodal Referring and Grounding, Multimodal, Multi-round dialogues☆57Updated 4 months ago