yuyongcan / Benchmark-TTAView external linksLinks
☆64Apr 10, 2024Updated last year
Alternatives and similar repositories for Benchmark-TTA
Users that are interested in Benchmark-TTA are comparing it to the libraries listed below
Sorting:
- The official repository of ECCV 2024 paper "Outlier-Aware Test-time Adaptation with Stable Memory Replay"☆19Jun 8, 2025Updated 8 months ago
- Official code for ICML 2024 paper, "Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models"☆19Jun 12, 2024Updated last year
- A repository and benchmark for online test-time adaptation.☆269May 29, 2025Updated 8 months ago
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆202Sep 8, 2023Updated 2 years ago
- NN 2023☆23Nov 9, 2022Updated 3 years ago
- Probabilistic lifElong Test-time Adaptation with seLf-training prior (PETAL)☆13Sep 8, 2023Updated 2 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,204Nov 14, 2025Updated 3 months ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆85Apr 21, 2024Updated last year
- This is the PyTorch Implementation of "AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation (CVPR '24)" by Taeckyung Lee, Sorn …☆14May 21, 2025Updated 8 months ago
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆483Feb 22, 2024Updated last year
- [ICML 2023] On Pitfalls of Test-Time Adaptation☆124Apr 6, 2024Updated last year
- code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"☆127May 23, 2023Updated 2 years ago
- [AAAI 2024] Heterogeneous Test-time Training for Multi-modal Person Re-identification☆16Jul 4, 2025Updated 7 months ago
- Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"☆106Apr 29, 2022Updated 3 years ago
- [CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation☆305Jun 17, 2024Updated last year
- code for our CVPR 2022 paper "DINE: Domain Adaptation from Single and Multiple Black-box Predictors"☆82Feb 22, 2024Updated last year
- This is an Online Test-time Adaptation (OTTA) benckmark conducted on ViT backbones. The paper has been accepted by IJCV.☆19Aug 25, 2025Updated 5 months ago
- Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting☆135May 19, 2023Updated 2 years ago
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆533Jun 23, 2024Updated last year
- ☆12May 6, 2022Updated 3 years ago
- [NeurIPS 2025 Datasets & Benchmarks Track] The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models☆32Oct 26, 2025Updated 3 months ago
- ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization☆440May 20, 2021Updated 4 years ago
- This code accompanies the paper "Parameter-free Online Test-time Adaptation".☆77Jun 21, 2022Updated 3 years ago
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆86Apr 16, 2024Updated last year
- repo for paper titled: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment (AAAI'24 Oral)☆25May 16, 2024Updated last year
- This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL☆59Sep 5, 2025Updated 5 months ago
- Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes☆95Aug 22, 2024Updated last year
- code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"☆59May 23, 2023Updated 2 years ago
- [CVPR 2023] Robust Test-Time Adaptation in Dynamic Scenarios. https://arxiv.org/abs/2303.13899☆69Jul 11, 2023Updated 2 years ago
- PyTorch Implementation for InMaP☆11Oct 28, 2023Updated 2 years ago
- ☆10Jul 3, 2024Updated last year
- [JMLR] Gradual Domain Adaptation: Theory and Algorithms☆11Jan 14, 2025Updated last year
- Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)☆33Mar 7, 2025Updated 11 months ago
- ☆12Nov 25, 2023Updated 2 years ago
- Code for paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆14Jun 7, 2024Updated last year
- Python package to accelerate research on generalized out-of-distribution (OOD) detection.☆15Jun 19, 2024Updated last year
- Implementation of "A Large-Scale Study of Probabilistic Calibration in Neural Network Regression" (ICML 2023)☆11Oct 7, 2025Updated 4 months ago
- [AAAI 2022] Interact, Embed, and EnlargE (IEEE): Boosting Modality-specific Representations for Multi-Modal Person Re-identification.☆28Aug 24, 2023Updated 2 years ago
- ☆28Feb 24, 2023Updated 2 years ago