Domain Generalization on PACS ResNet50 backbone (test)
92.2Acc (Art Painting)SWAD + TSD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SWAD + TSDBackbone=ResNet-502023.03 | 92.2 | 89.2 | 97.1 | 85.6 | 91 | |
| PCLBackbone=ResNet-502023.03 | 90.2 | 83.9 | 98.1 | 82.6 | 88.7 | |
| DNABackbone=ResNet-502023.03 | 89.8 | 83.4 | 97.7 | 82.6 | 88.4 | |
| SWADBackbone=ResNet-502023.03 | 89.3 | 83.2 | 96.9 | 83.4 | 88.2 | |
| TSDBackbone=ResNet-502023.03 | 87.7 | 88.8 | 96.2 | 85 | 89.4 | |
| ERMBackbone=ResNet-502023.03 | 82.5 | 80.8 | 94.1 | 81 | 84.6 |