Image Classification on mini-DomainNet (test)
69.38Accuracy (Clipart)DCG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DCGBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 69.38 | 61.79 | 66.34 | 63.21 | 65.18 | |
| MixupBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 67.1 | 59.1 | 64.3 | 59.2 | 62.42 | |
| CORALBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 66.5 | 59.5 | 66 | 59.5 | 62.87 | |
| MLDGBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 65.7 | 57 | 63.7 | 58.1 | 61.12 | |
| ERMBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 65.5 | 57.1 | 62.3 | 57.1 | 60.5 | |
| DeepAllBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 65.3 | 58.4 | 64.7 | 59 | 61.86 | |
| MTLBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 65.3 | 59 | 65.6 | 58.5 | 62.1 | |
| MMDBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 65 | 58 | 63.8 | 58.4 | 61.3 | |
| SagNetBackbone=ResNet-18, Evaluation Protocol=leave-one-domain-out2023.03 | 65 | 58.1 | 64.2 | 58.1 | 61.35 |