Paper | Code | Average Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation | ✓ Link | 86.7 | SPM | 2025-05-30 |
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data | ✓ Link | 84.0 | DRA | 2025-04-17 |
Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation | 72.4 | NEL | 2022-02-15 |