DRA

Reported on 3 benchmarks across 3 tasks · 2 papers · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Domain AdaptationonPACS
Average Accuracy· 2025-04-17
84
best: 99 (SIMPLE+)
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data arXiv:2504.13077
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2022-03-28
95.9
best: 99.9 (GLASS)
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection arXiv:2203.14506

Computer Vision1 result

Source-Free Domain AdaptationonPACS
Average Accuracy· 2025-04-17
84
best: 86.7 (SPM)
SOTA
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data arXiv:2504.13077