Jielin-Qiu / MM_RobustnessLinks
[DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift
☆38Updated last year
Alternatives and similar repositories for MM_Robustness
Users that are interested in MM_Robustness are comparing it to the libraries listed below
Sorting:
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆31Updated 2 years ago
- Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"☆34Updated 3 years ago
- Code for Debiasing Vision-Language Models via Biased Prompts☆59Updated 2 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆36Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- The Continual Learning in Multimodality Benchmark☆68Updated 2 years ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆91Updated last year
- [ACL 2023] Delving into the Openness of CLIP☆23Updated 2 years ago
- Counterfactual Reasoning VQA Dataset☆27Updated 2 years ago
- Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)☆16Updated last year
- ☆27Updated last year
- code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720☆56Updated last year
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆61Updated 2 years ago
- ☆88Updated 6 years ago
- The SVO-Probes Dataset for Verb Understanding☆31Updated 3 years ago
- Repo for paper: "Paxion: Patching Action Knowledge in Video-Language Foundation Models" Neurips 23 Spotlight☆37Updated 2 years ago
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 10 months ago
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆42Updated last year
- visual question answering prompting recipes for large vision-language models☆28Updated last year
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆32Updated 3 weeks ago
- Repository for the paper: Teaching Structured Vision & Language Concepts to Vision & Language Models☆47Updated 2 years ago
- [NeurIPS 2023] Bootstrapping Vision-Language Learning with Decoupled Language Pre-training☆26Updated 2 years ago
- ☆67Updated 2 years ago
- [TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.☆138Updated 2 years ago
- Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets☆58Updated 2 years ago
- [CVPR 2024] Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding☆53Updated 8 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆51Updated last year
- This repo contains codes and instructions for baselines in the VLUE benchmark.☆41Updated 3 years ago
- Learning to compose soft prompts for compositional zero-shot learning.☆93Updated 3 months ago
- A curated list of papers & resources linked to concept learning☆13Updated 2 years ago