Single Domain Generalization on OfficeHome
59.81Score APAPT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PAPTBackbone=ResNet-502026.06 | 59.81 | 68.3 | 59.12 | 60.87 | 62.03 | |
| UDIMVenue=ICLR’24, Backbone=ResNet-502026.06 | 58.5 | 55.7 | 54.5 | 64.5 | 58.3 | |
| SAGMVenue=CVPR’23, Backbone=ResNet-502026.06 | 57.7 | 54.8 | 51.5 | 61.4 | 56.3 | |
| SAMVenue=ICLR’21, Backbone=ResNet-502026.06 | 56.9 | 53.8 | 50.9 | 61.5 | 55.8 | |
| SagNetVenue=CVPR’21, Backbone=ResNet-502026.06 | 56.9 | 53.4 | 50.8 | 61.2 | 55.6 | |
| RIDGVenue=ICCV’23, Backbone=ResNet-502026.06 | 56.8 | 55.4 | 50.5 | 60.9 | 55.9 | |
| OrgMixupVenue=ICLR’18, Backbone=ResNet-502026.06 | 56 | 54.4 | 50.4 | 61 | 55.5 | |
| ITTAVenue=CVPR’23, Backbone=ResNet-502026.06 | 56 | 51.5 | 50.5 | 61.6 | 54.9 | |
| CORALVenue=ICCV’16, Backbone=ResNet-502026.06 | 55.6 | 52.8 | 50.3 | 59.4 | 54.5 | |
| ERMVenue=ICLR’21, Backbone=ResNet-502026.06 | 55.6 | 52.8 | 50.3 | 59.4 | 54.5 | |
| MixupBackbone=ResNet-502026.06 | 55.5 | 54.1 | 49.4 | 59.4 | 54.6 | |
| VRExVenue=ICML’21, Backbone=ResNet-502026.06 | 55.5 | 52.6 | 49.1 | 59.3 | 54.1 | |
| MTLVenue=JMLR’21, Backbone=ResNet-502026.06 | 55.3 | 53.3 | 49 | 60.4 | 54.5 | |
| DANNVenue=IJCAI’16, Backbone=ResNet-502026.06 | 55.2 | 49.3 | 48.4 | 58.4 | 52.8 | |
| CDANNBackbone=ResNet-502026.06 | 55.2 | 49.9 | 47.6 | 58.6 | 52.8 | |
| MMDVenue=ICCV’18, Backbone=ResNet-502026.06 | 55.1 | 52 | 50.3 | 59.3 | 54.2 | |
| GroupDROVenue=ICLR’20, Backbone=ResNet-502026.06 | 55.1 | 52 | 50.3 | 59.3 | 54.2 | |
| FishrVenue=ICML’22, Backbone=ResNet-502026.06 | 55.1 | 51.2 | 49.2 | 59.9 | 53.9 | |
| ARMVenue=NeurIPS’21, Backbone=ResNet-502026.06 | 55 | 51.6 | 47.3 | 59.3 | 53.3 | |
| IRMBackbone=ResNet-502026.06 | 54.9 | 53.2 | 48.6 | 59.2 | 54 | |
| CutMixVenue=CVPR’19, Backbone=ResNet-502026.06 | 53.5 | 52.2 | 47.7 | 60.2 | 53.4 | |
| MixstyleVenue=ICLR’21, Backbone=ResNet-502026.06 | 44.3 | 29.8 | 33.6 | 48.5 | 39 |