Unsupervised Domain Adaptation on OfficeHome (Art, Product, Real-World Shifts)
71.94Accuracy (Art Target)DisWot + CustomKD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DisWot + CustomKDSource Domain=Clipart2025.03 | 71.94 | 81.3 | 79.39 | 77.54 | |
| DisWotSource Domain=Clipart2025.03 | 71.61 | 80.99 | 78.75 | 77.12 | |
| NORM + CustomKDSource Domain=Clipart2025.03 | 57.4 | 72.52 | 70.03 | 66.65 | |
| NORMSource Domain=Clipart2025.03 | 49.03 | 63.73 | 64.84 | 59.2 | |
| TfFD + CustomKDSource Domain=Clipart2025.03 | 48.87 | 63.6 | 61.4 | 57.96 | |
| TfFDSource Domain=Clipart2025.03 | 37.82 | 53.14 | 53.45 | 48.14 | |
| Source OnlySource Domain=Clipart2025.03 | 33.79 | 48.5 | 48.73 | 43.67 |