Domain Generalization on OfficeHome (A, C, P, R Metrics)
77.4Accuracy (A)DGFamba
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DGFambaBackbone=VMamba-T2026.04 | 77.4 | 63.7 | 85.6 | 87.3 | 78.5 | |
| DGMambaBackbone=VMamba-T2026.04 | 76.2 | 61.8 | 83.9 | 86.1 | 77 | |
| CrossFlowDGBackbone=VMamba-T2026.04 | 74.9 | 60.9 | 82.6 | 84 | 75.6 | |
| GMoEBackbone=DeiT-S2026.04 | 69.3 | 58 | 79.8 | 82.6 | 72.4 | |
| GMDGBackbone=ResNet-502026.04 | 68.9 | 56.2 | 79.9 | 82 | 70.7 | |
| SDViTBackbone=DeiT-S2026.04 | 68.3 | 56.3 | 79.5 | 81.8 | 71.5 | |
| iDAGBackbone=ResNet-502026.04 | 68.2 | 57.9 | 79.7 | 81.4 | 71.8 | |
| PCLBackbone=ResNet-502026.04 | 67.3 | 59.9 | 78.7 | 80.7 | 71.6 | |
| SWADBackbone=ResNet-502026.04 | 66.1 | 57.7 | 78.4 | 80.2 | 70.6 | |
| SAGMBackbone=ResNet-502026.04 | 65.4 | 57 | 78 | 80 | 70.1 | |
| SagNetBackbone=ResNet-502026.04 | 63.4 | 54.8 | 75.8 | 78.3 | 68.1 | |
| MTLBackbone=ResNet-502026.04 | 61.5 | 52.4 | 74.9 | 76.8 | 66.4 | |
| VReXBackbone=ResNet-502026.04 | 60.7 | 53 | 75.3 | 76.6 | 66.4 | |
| RSCBackbone=ResNet-502026.04 | 60.7 | 51.4 | 74.8 | 75.1 | 65.5 | |
| GroupDROBackbone=ResNet-502026.04 | 60.4 | 52.7 | 75 | 76 | 66 | |
| ARMBackbone=ResNet-502026.04 | 58.9 | 51 | 74.1 | 75.2 | 64.8 | |
| MixstyleBackbone=ResNet-502026.04 | 51.1 | 53.2 | 68.2 | 69.2 | 60.4 |