Image Classification on (PACS, OfficeHome, DigitsDG, miniDomainNet)
0.796PACS AccuracySemAlign
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SemAlignBackbone=ResNet18, Pre-training=ImageNet, Number of labels per class=5, Evaluation Protocol=SSDG2026.01 | 0.796 | 0.57 | 0.663 | 0.367 | 0.599 | |
| StyleMatchBackbone=ResNet18, Pre-training=ImageNet, Number of labels per class=5, Evaluation Protocol=SSDG2026.01 | 0.784 | 0.563 | 0.559 | 0.366 | 0.568 | |
| DGWMBackbone=ResNet18, Pre-training=ImageNet, Number of labels per class=5, Evaluation Protocol=SSDG2026.01 | 0.78 | 0.563 | 0.559 | 0.364 | 0.567 | |
| FBC-SABackbone=ResNet18, Pre-training=ImageNet, Number of labels per class=5, Evaluation Protocol=SSDG2026.01 | 0.754 | 0.558 | 0.643 | 0.361 | 0.579 | |
| FixMatchBackbone=ResNet18, Pre-training=ImageNet, Number of labels per class=5, Evaluation Protocol=SSDG2026.01 | 0.752 | 0.552 | 0.55 | 0.346 | 0.55 |