Image Classification on CIFAR-10-C (Feature Shift)
75.37AccuracyATP-online
Evaluation Results
| Method | Links | |
|---|---|---|
| ATP-onlineBackbone=ResNet-18, Adaptation Type=Online2023.10 | 75.37 | |
| ATP-onlineBackbone=ResNet-18, Adaptation Type=Online2023.10 | 74.06 | |
| ATP-batchBackbone=ResNet-18, Adaptation Type=Batch2023.10 | 73.68 | |
| BN-AdaptBackbone=ResNet-182023.10 | 73.52 | |
| ATP-batchBackbone=ResNet-18, Adaptation Type=Batch2023.10 | 73.05 | |
| MEMOBackbone=ResNet-182023.10 | 72.43 | |
| SHOTBackbone=ResNet-182023.10 | 71.76 | |
| TentBackbone=ResNet-182023.10 | 71.76 | |
| SurgicalBackbone=ResNet-182023.10 | 69.85 | |
| EMBackbone=ResNet-182023.10 | 69.85 | |
| T3ABackbone=ResNet-182023.10 | 69.53 | |
| No adaptationBackbone=ResNet-182023.10 | 69.42 | |
| MEMOBackbone=ResNet-182023.10 | 68.07 | |
| BBSEBackbone=ResNet-182023.10 | 67.96 | |
| SurgicalBackbone=ResNet-182023.10 | 66.94 | |
| EMBackbone=ResNet-182023.10 | 65.18 | |
| BBSEBackbone=ResNet-182023.10 | 63.98 | |
| No adaptationBackbone=ResNet-182023.10 | 63.68 | |
| T3ABackbone=ResNet-182023.10 | 62.17 | |
| BN-AdaptBackbone=ResNet-182023.10 | 50.42 | |
| TentBackbone=ResNet-182023.10 | 46.05 | |
| SHOTBackbone=ResNet-182023.10 | 44.68 |