Image Classification on DomainNet 126 classes (test)
70.2Accuracy (S->P)OTScore
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OTScoreBackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 70.2 | 63.9 | 70.5 | 82.8 | 64.9 | 72.4 | 71.5 | 70.9 | |
| UCon-SFDABackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 68.1 | 66.5 | 69.3 | 81 | 64.3 | 75.2 | 71.1 | 70.8 | |
| SF(DA)²Backbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 67.7 | 59.6 | 67.8 | 83.5 | 60.2 | 68.8 | 70.5 | 68.3 | |
| PLUEBackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 67.5 | 64 | 68.8 | 76.5 | 65.7 | 74.2 | 70.4 | 69.6 | |
| SHOTBackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 66.1 | 60.1 | 66.9 | 80.8 | 59.9 | 67.7 | 68.4 | 67.1 | |
| AdaConBackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 65.9 | 58 | 68.6 | 80.5 | 61.5 | 70.2 | 69.8 | 67.8 | |
| CoWABackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 65.8 | 60.6 | 66.2 | 79.8 | 60 | 69 | 67.2 | 66.9 | |
| NRCBackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 65.7 | 58.6 | 64.5 | 82.3 | 58.4 | 65.2 | 68.2 | 66.1 | |
| AaDBackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 65.4 | 54.2 | 59.8 | 81.8 | 54.6 | 60.3 | 68.5 | 63.5 | |
| TPDSBackbone=ResNet-50, Evaluation Protocol=SFUDA2025.05 | 64.3 | 59.8 | 65.6 | 79 | 58.2 | 66.4 | 67 | 65.8 |