Classification on DomainNet (leave-one-domain-out)
65.2Clipart AccuracyDMG
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DMGBackbone=ResNet-502022.10 | 65.2 | 22.1 | 50 | 15.6 | 59.6 | 49 | 43.6 | |
| MiReBackbone=ResNet-502022.10 | 64.7 | 27.8 | 53.1 | 16.4 | 64.1 | 52.3 | 46.4 | |
| MiReBackbone=ResNet-182022.10 | 62.5 | 23 | 46.5 | 15.7 | 59.1 | 44.4 | 41.9 | |
| DeepAllBackbone=ResNet-502022.10 | 61.8 | 20.2 | 45 | 14.3 | 57.3 | 44.8 | 40.6 | |
| Multi-HeadedBackbone=ResNet-502022.10 | 61.7 | 21.2 | 46.8 | 13.8 | 58.4 | 45.4 | 41.2 | |
| DMGBackbone=ResNet-182022.10 | 60 | 18.7 | 44.5 | 14.1 | 54.7 | 41.7 | 39 | |
| MetaRegBackbone=ResNet-502022.10 | 59.7 | 25.5 | 50.1 | 11.5 | 64.5 | 50 | 43.6 | |
| DeepAllBackbone=ResNet-182022.10 | 57.2 | 17.7 | 43.2 | 13.9 | 54.9 | 39.4 | 37.7 | |
| Multi-HeadedBackbone=ResNet-182022.10 | 55.4 | 17.5 | 40.8 | 11.2 | 52.9 | 38.6 | 36.1 | |
| MetaRegBackbone=ResNet-182022.10 | 53.6 | 21 | 45.2 | 10.6 | 58.4 | 42.3 | 38.5 |