A repository and benchmark for online test-time adaptation.
☆290May 29, 2025Updated last year
Alternatives and similar repositories for test-time-adaptation
Users that are interested in test-time-adaptation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,328Nov 14, 2025Updated 11 months ago
- [ICML 2023] On Pitfalls of Test-Time Adaptation☆129Apr 6, 2024Updated 2 years ago
- [CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation☆326Jun 17, 2024Updated 2 years ago
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆548Jun 23, 2024Updated 2 years ago
- ☆65Apr 10, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆213Sep 8, 2023Updated 3 years ago
- Code for Continuously Changing Corruptions (CCC) benchmark + evaluation☆43Aug 29, 2026Updated last month
- Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting☆145May 19, 2023Updated 3 years ago
- The official implementation of our work CoSDA: Continual Source-Free Domain Adaptation.☆46Feb 24, 2026Updated 7 months ago
- This code accompanies the paper "Parameter-free Online Test-time Adaptation".☆78Jun 21, 2022Updated 4 years ago
- This is a community implementation for the paper EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularizatio…☆38Aug 4, 2023Updated 3 years ago
- [CVPR 2023] Robust Test-Time Adaptation in Dynamic Scenarios. https://arxiv.org/abs/2303.13899☆72Jul 11, 2023Updated 3 years ago
- ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization☆472May 20, 2021Updated 5 years ago
- [ICLR 2024] ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation☆78Apr 25, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes☆97Aug 22, 2024Updated 2 years ago
- [NeurIPS 2025 Datasets & Benchmarks Track] The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models☆40Oct 26, 2025Updated 11 months ago
- ☆54Nov 7, 2024Updated last year
- ☆43Oct 1, 2024Updated 2 years ago
- This is an Online Test-time Adaptation (OTTA) benckmark conducted on ViT backbones. The paper has been accepted by IJCV.☆23Aug 25, 2025Updated last year
- [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"☆125Jul 15, 2024Updated 2 years ago
- [NeurIPS '24] Frustratingly easy Test-Time Adaptation of VLMs!!☆63Mar 24, 2025Updated last year
- [ICLR'24] Official code for "C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion"☆24Jun 9, 2024Updated 2 years ago
- Probabilistic lifElong Test-time Adaptation with seLf-training prior (PETAL)☆13Sep 8, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Test-time adaptation via Nearest neighbor information (TAST), submitted to ICLR'23☆24Jul 11, 2023Updated 3 years ago
- This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2…☆109Dec 2, 2021Updated 4 years ago
- [NeurIPS2024] BoostAdapter: Improving Test-Time Adaptation via Regional Bootstrapping☆21Feb 28, 2026Updated 7 months ago
- ☆74Jun 27, 2023Updated 3 years ago
- Official repository of "Back to Source: Diffusion-Driven Test-Time Adaptation"☆88Nov 27, 2023Updated 2 years ago
- Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"☆109Apr 29, 2022Updated 4 years ago
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆88Apr 16, 2024Updated 2 years ago
- The official PyTorch Implementation of "NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation (NeurIPS '22)"☆50Dec 21, 2023Updated 2 years ago
- [AAAI 2024] Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization☆30Apr 8, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆45Aug 25, 2023Updated 3 years ago
- [CVPR 2023] Feature Alignment and Uniformity for Test Time Adaptation☆49Nov 23, 2025Updated 10 months ago
- A code framework for implementing UniDA☆24Dec 2, 2025Updated 10 months ago
- Code for "BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation [ICML2024]".☆50Jun 16, 2024Updated 2 years ago
- Test-time adaptation for speech recognition model by single utterance. The official implementation of "Listen, Adapt, Better WER: Source-…☆24Apr 1, 2022Updated 4 years ago
- PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"☆34Aug 30, 2024Updated 2 years ago
- [ICCV 2023 Oral] Official repository for “On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expans…☆46Dec 18, 2024Updated last year