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).
  ☆49Updated 4 months ago
• MaxZanella / transduction-for-vlms
  [NeurIPS 2024 - Spotlight] Transduction for Vision-Language Models (TransCLIP): code for the paper "Boosting Vision-Language Models with …
  ☆50Updated 5 months ago
• Mehrdad-Noori / WATT
  [NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP
  ☆53Updated 11 months ago
• Bala93 / CLIPCalib
  Model calibration in CLIP Adapters
  ☆19Updated last year
• FereshteShakeri / FewShot-CLIP-Strong-Baseline
  ☆38Updated last year
• kdiAAA / TDA
  [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"
  ☆105Updated last year
• cfuchs2023 / OGA
  Official repository for "Online Gaussian Test-Time Adaptation of Vision-Language Models."
  ☆30Updated 8 months ago
• jameelhassan / PromptAlign
  [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization
  ☆105Updated last year
• shiming-chen / LaZSL
  Official implementations of our LaZSL (ICCV'25)
  ☆34Updated 2 months ago
• jmiemirza / LaFTer
  LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)
  ☆29Updated last year
• MarcLafon / gallop
  Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.
  ☆48Updated 2 months ago
• TJU-sjyj / AMU-Tuning
  ☆50Updated last year
• HotanLee / DeFT
  The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors
  ☆16Updated 5 months ago
• mala-lab / NegPrompt
  The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"
  ☆57Updated last year
• vladan-stojnic / ZLaP
  Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)
  ☆41Updated last year
• 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…
  ☆242Updated 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)…
  ☆76Updated 3 months ago
• htyao89 / Textual-based_Class-aware_prompt_tuning
  ☆26Updated last year
• KU-VGI / PriViLege
  [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
  ☆51Updated last year
• chunmeifeng / DiffTPT
  【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…
  ☆66Updated 8 months ago
• mzhaoshuai / RLCF
  [ICLR 2024] Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models.
  ☆90Updated last year
• srvCodes / clap4clip
  Code for our NeurIPS´24 paper
  ☆35Updated 10 months ago
• fistyee / MDCS
  🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]
  ☆30Updated 10 months ago
• mrflogs / SHIP
  Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"
  ☆101Updated last year
• zhangce01 / DPE-CLIP
  [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
  ☆44Updated 6 months ago
• ZjjConan / VLM-MultiModalAdapter
  The official pytorch implemention of our CVPR-2024 paper "MMA: Multi-Modal Adapter for Vision-Language Models".
  ☆80Updated 4 months ago
• zzzx1224 / DynaPrompt
  Code of ICLR 2025 paper "DynaPrompt: Dynamic Test-Time Prompt Tuning"
  ☆19Updated 7 months ago
• val-iisc / VL2V-ADiP
  [CVPR 2024] Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification
  ☆33Updated last year
• elaine-sui / TPS
  ☆19Updated 11 months ago
• mainaksingha01 / ODG-CLIP
  ☆20Updated last year