Alternatives and similar repositories for DEAL

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

• zycheiheihei / Transferable-Visual-Prompting
  [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…
  ☆39Updated 4 months ago
• schowdhury671 / APoLLo
  ☆24Updated 11 months ago
• vladan-stojnic / ZLaP
  Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)
  ☆36Updated 9 months ago
• HotanLee / DeFT
  The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors
  ☆15Updated last month
• jmiemirza / LaFTer
  LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)
  ☆29Updated last year
• GasolSun36 / MVP
  Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning
  ☆21Updated 8 months ago
• jameelhassan / PromptAlign
  [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization
  ☆105Updated last year
• YBZh / OpenOOD-VLM
  ECCV24, NeurIPS24, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models
  ☆23Updated 4 months ago
• WisconsinAIVision / RISE
  Domain Generalization through Distilling CLIP with Language Guidance
  ☆29Updated last year
• UCSC-VLAA / EVP
  [TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"
  ☆41Updated last year
• machengcheng2016 / Subspace-Prompt-Learning
  Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)
  ☆27Updated last year
• saic-fi / Bayesian-Prompt-Learning
  [ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization
  ☆31Updated last year
• meetdavidwan / crg
  PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"
  ☆34Updated last year
• rohit901 / VANE-Bench
  [NAACL'25] Contains code and documentation for our VANE-Bench paper.
  ☆15Updated last month
• Ruiyang-061X / VL-Uncertainty
  🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".
  ☆35Updated last month
• bruceyo / V-PETL
  Towards a Unified View on Visual Parameter-Efficient Transfer Learning
  ☆26Updated 2 years ago
• XueJiang16 / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆26Updated 6 months ago
• tmlr-group / NegLabel
  [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
  ☆21Updated 6 months ago
• yuxiaochen1103 / FDT
  ☆61Updated last year
• chunmeifeng / DiffTPT
  【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…
  ☆63Updated 4 months ago
• Ferenas / PGSeg
  This is the official code of "Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation, NeurIPS 23"
  ☆25Updated last year
• spetryk / GALS
  ☆13Updated 2 years ago
• AtsuMiyai / GL-MCM
  [IJCV2025] https://arxiv.org/abs/2304.04521
  ☆14Updated 3 months ago
• jusiro / CLAP
  [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…
  ☆72Updated 2 weeks ago
• BatsResearch / menghini-neurips23-code
  Exploring prompt tuning with pseudolabels for multiple modalities, learning settings, and training strategies.
  ☆50Updated 6 months ago
• BeierZhu / GLA
  [NeurIPS 2023] Generalized Logit Adjustment
  ☆37Updated last year
• sangminwoo / RITUAL
  Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…
  ☆10Updated 5 months ago
• AuroraZengfh / Local-Prompt
  [ICLR 2025] Official Implementation of Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
  ☆29Updated last month
• lloongx / DIKI
  [ECCV 2024] Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
  ☆47Updated 10 months ago
• cvlab-columbia / DoubleRight
  ☆26Updated last year