Close-set classification on PACS Leave-One-Out Protocol-2 (test)
82.2Accuracy (C,P,S->A)DFF
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DFFBackbone=ResNet-18, Protocol=Protocol-22022.03 | 82.2 | 78.5 | 72.5 | 95.5 | 82.2 | |
| Epi-FCRBackbone=ResNet-18, Protocol=Protocol-22022.03 | 82.1 | 77 | 73 | 93.9 | 81.5 | |
| MMLDBackbone=ResNet-18, Protocol=Protocol-22022.03 | 81.3 | 77.2 | 72.3 | 96.1 | 81.7 | |
| MASFBackbone=ResNet-18, Protocol=Protocol-22022.03 | 80.3 | 77.2 | 71.7 | 95 | 81.1 | |
| MetaRegBackbone=ResNet-18, Protocol=Protocol-22022.03 | 79.5 | 75.4 | 72.2 | 94.3 | 80.4 | |
| MLDGBackbone=ResNet-18, Protocol=Protocol-22022.03 | 79.5 | 75.3 | 71.5 | 94.3 | 80.7 | |
| JiGenBackbone=ResNet-18, Protocol=Protocol-22022.03 | 79.4 | 77.3 | 71.4 | 96 | 81 | |
| CrossGradBackbone=ResNet-18, Protocol=Protocol-22022.03 | 78.7 | 73.3 | 65.1 | 94 | 77.8 | |
| BaselineBackbone=ResNet-18, Protocol=Protocol-22022.03 | 77.6 | 73.9 | 70.3 | 94.4 | 79.1 | |
| MMD-AAEBackbone=ResNet-18, Protocol=Protocol-22022.03 | 75.2 | 72.7 | 64.2 | 96 | 77 |