Alternatives and similar repositories for MTA:

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

• MaxZanella / StatA
  [CVPR 2025 - Highlight] Official implementation of the paper "Realistic Test-Time Adaptation of Vision-Language Models" (StatA).
  ☆39Updated last week
• MaxZanella / transduction-for-vlms
  [NeurIPS 2024 - Spotlight] Transduction for Vision-Language Models (TransCLIP): code for the paper "Boosting Vision-Language Models with …
  ☆42Updated last week
• cfuchs2023 / OGA
  Official repository for "Online Gaussian Test-Time Adaptation of Vision-Language Models."
  ☆23Updated 3 months ago
• elkhouryk / RS-TransCLIP
  [ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"
  ☆48Updated last week
• FereshteShakeri / Histo-TransCLIP
  (Best Paper Awar-MedAGI) Boosting Vision Language Models for Histopathology Classification
  ☆16Updated 7 months ago
• ULiege-driving / MSC-TTA
  ☆17Updated 2 weeks ago
• FereshteShakeri / FewShot-CLIP-Strong-Baseline
  ☆33Updated last year
• maxencewynen / ConfLUNet
  ☆17Updated 3 weeks ago
• manjahdani / CSBAD
  ☆16Updated this week
• mdausort / Cytology-fine-tuning
  [ISBI25] Fine-tuning of foundation models with LoRA for cytology classification
  ☆16Updated last month
• MaxZanella / CLIP-LoRA
  An easy way to apply LoRA to CLIP. Implementation of the paper "Low-Rank Few-Shot Adaptation of Vision-Language Models" (CLIP-LoRA) [CVPR…
  ☆195Updated last week
• Mehrdad-Noori / WATT
  [NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP
  ☆49Updated 6 months ago
• DelinteNicolas / UTracto
  Package facilitating the tracking of sub-cortical U-Fibers
  ☆19Updated 11 months ago
• Bala93 / CLIPCalib
  Model calibration in CLIP Adapters
  ☆16Updated 8 months ago
• elaine-sui / TPS
  ☆16Updated 6 months ago
• Hyedryn / elikopy
  ElikoPy is Python library aiming at easing the processing of diffusion imaging for microstructural analysis.
  ☆14Updated last week
• jusiro / CLAP
  [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…
  ☆69Updated last week
• FarinaMatteo / zero
  [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!
  ☆43Updated 3 weeks ago
• kdiAAA / TDA
  [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"
  ☆86Updated 9 months ago
• chunmeifeng / DiffTPT
  【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…
  ☆62Updated 3 months ago
• JREion / DPC
  [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"
  ☆11Updated last week
• zhaohengz / LLaMP
  Official Repository for CVPR 2024 Paper: "Large Language Models are Good Prompt Learners for Low-Shot Image Classification"
  ☆34Updated 9 months ago
• DelinteNicolas / UNRAVEL
  This repository contains the code of UtiliziNg tRActography to uncoVEr muLti-fixel microstructure (UNRAVEL).
  ☆22Updated 3 weeks ago
• jameelhassan / PromptAlign
  [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization
  ☆106Updated last year
• vladan-stojnic / ZLaP
  Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)
  ☆36Updated 8 months ago
• Razaimam45 / TTL-Test-Time-Low-Rank-Adaptation
  Official code repository of paper titled "Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Visio…
  ☆21Updated 8 months ago
• zhangce01 / DPE-CLIP
  [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
  ☆37Updated last month
• htyao89 / Textual-based_Class-aware_prompt_tuning
  ☆24Updated last year
• Muhammad-Huzaifaa / ObjectCompose
  [ACCV 2024] ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes 🚀🚀🚀
  ☆35Updated 2 months ago
• sinahmr / NACLIP
  PyTorch Implementation of NACLIP in "Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation"
  ☆51Updated 6 months ago