Image Classification on miniDomainNet
71.4Accuracy (Clipart)STEAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| STEAMBackbone=ResNet-182021.12 | 71.4 | 61.9 | 71.1 | 60.9 | 66.3 | |
| CIRLBackbone=ResNet-182022.03 | 70.2 | 62.9 | 67.8 | 63.6 | 66.13 | |
| DAELBackbone=ResNet-182021.12 | 69.9 | 55.1 | 66.1 | 55.7 | 61.7 | |
| MMEBackbone=ResNet-182021.12 | 68 | 47.1 | 63.3 | 43.5 | 55.5 | |
| MixupBackbone=ResNet-182022.03 | 67.1 | 59.1 | 64.3 | 59.2 | 62.42 | |
| CORALBackbone=ResNet-182022.03 | 66.5 | 59.5 | 66 | 59.5 | 62.87 | |
| MLDGBackbone=ResNet-182022.03 | 65.7 | 57 | 63.7 | 58.1 | 61.12 | |
| DANNBackbone=ResNet-182021.12 | 65.5 | 46.2 | 58.6 | 47.8 | 54.6 | |
| ERMBackbone=ResNet-182022.03 | 65.5 | 57.1 | 62.3 | 57.1 | 60.5 | |
| MTLBackbone=ResNet-182022.03 | 65.3 | 59 | 65.6 | 58.5 | 62.1 | |
| MMDBackbone=ResNet-182022.03 | 65 | 58 | 63.8 | 58.4 | 61.3 | |
| SagNetBackbone=ResNet-182022.03 | 65 | 58.1 | 64.2 | 58.1 | 61.35 | |
| DROBackbone=ResNet-182022.03 | 64.8 | 57.4 | 61.5 | 56.9 | 60.15 | |
| M³SDABackbone=ResNet-182021.12 | 64.1 | 49 | 57.7 | 49.2 | 55 | |
| Source-onlyBackbone=ResNet-182021.12 | 63.4 | 49.9 | 61.5 | 44.1 | 54.7 | |
| MCDBackbone=ResNet-182021.12 | 62.9 | 45.7 | 57.5 | 45.8 | 53 | |
| DCTNBackbone=ResNet-182021.12 | 62 | 48.7 | 58.8 | 48.2 | 54.4 |