Alternatives and similar repositories for MM_Robustness

Users that are interested in MM_Robustness are comparing it to the libraries listed below

• eric-ai-lab / CPL
  Official implementation of our EMNLP 2022 paper "CPL: Counterfactual Prompt Learning for Vision and Language Models"
  ☆34Updated 3 years ago
• ajd12342 / why-winoground-hard
  Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022
  ☆31Updated 2 years ago
• chingyaoc / debias_vl
  Code for Debiasing Vision-Language Models via Biased Prompts
  ☆60Updated 2 years ago
• YiyangZhou / POVID
  [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
  ☆91Updated last year
• yuhui-zh15 / drml
  Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)
  ☆34Updated 2 years ago
• limanling / KnowledgeVL-Reading
  ☆67Updated 2 years ago
• yiren-jian / BLIText
  [NeurIPS 2023] Bootstrapping Vision-Language Learning with Decoupled Language Pre-training
  ☆26Updated 2 years ago
• bcdnlp / FAITHSCORE
  FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
  ☆32Updated last month
• MikeWangWZHL / Paxion
  Repo for paper: "Paxion: Patching Action Knowledge in Video-Language Foundation Models" Neurips 23 Spotlight
  ☆37Updated 2 years ago
• sIncerass / MVLPT
  code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720
  ☆56Updated last year
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆51Updated last year
• lancopku / clip-openness
  [ACL 2023] Delving into the Openness of CLIP
  ☆23Updated 2 years ago
• google-deepmind / svo_probes
  The SVO-Probes Dataset for Verb Understanding
  ☆31Updated 3 years ago
• cvlab-columbia / DoubleRight
  ☆27Updated last year
• YiyangZhou / LURE
  [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
  ☆155Updated last year
• GLAMOR-USC / CLiMB
  The Continual Learning in Multimodality Benchmark
  ☆68Updated 2 years ago
• showlab / CLVQA
  [AAAI2023] Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task (Oral)
  ☆40Updated last year
• Letian2003 / C-VQA
  Counterfactual Reasoning VQA Dataset
  ☆27Updated 2 years ago
• LisaAnne / Hallucination
  ☆88Updated 6 years ago
• rabiulcste / vqazero
  visual question answering prompting recipes for large vision-language models
  ☆28Updated last year
• haoyiq114 / VALOR
  Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)
  ☆16Updated last year
• yfzhang114 / LLaVA-Align
  [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
• ExplainableML / WaffleCLIP
  Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…
  ☆61Updated 2 years ago
• changdaeoh / multimodal-mixup
  Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"
  ☆36Updated last year
• deeplearning-wisc / vit-spurious-robustness
  ☆27Updated 2 years ago
• iCGY96 / awesome_concept_learning_list
  A curated list of papers & resources linked to concept learning
  ☆13Updated 2 years ago
• allenai / aokvqa
  Official repository for the A-OKVQA dataset
  ☆106Updated last year
• SivanDoveh / TSVLC
  Repository for the paper: Teaching Structured Vision & Language Concepts to Vision & Language Models
  ☆47Updated 2 years ago
• gzcch / Bingo
  ☆55Updated last year
• yossigandelsman / second_order_lens
  Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
  ☆42Updated last year