Domain Generalization on PACS single-domain (test)
84.1Accuracy (Art)StableFDG
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| StableFDGBackbone=ResNet, Data Distribution=Single-domain2023.11 | 84.1 | 78.57 | 95.4 | 72.73 | 82.7 | |
| DSUBackbone=ResNet, Data Distribution=Single-domain2023.11 | 80.43 | 75.7 | 92.6 | 69.87 | 79.65 | |
| MixStyleBackbone=ResNet, Data Distribution=Single-domain2023.11 | 79.1 | 76.3 | 90.1 | 60.63 | 76.53 | |
| FedBNBackbone=ResNet, Data Distribution=Single-domain2023.11 | 78.42 | 70.9 | 90.96 | 54.07 | 73.59 | |
| FedSRBackbone=ResNet, Data Distribution=Single-domain2023.11 | 76.4 | 71.25 | 93.25 | 60.55 | 75.36 | |
| FedAvgBackbone=ResNet, Data Distribution=Single-domain2023.11 | 73.67 | 70.87 | 90.27 | 55.7 | 72.63 | |
| CCSTBackbone=ResNet, Data Distribution=Single-domain, augmentation level=32023.11 | 71.35 | 72.4 | 88.65 | 64.1 | 74.13 | |
| FedDGBackbone=ResNet, Data Distribution=Single-domain2023.11 | 71.2 | 71.4 | 90.7 | 59.2 | 73.13 |