Domain Generalization on PACS (train test)
87.2Art Painting AccuracyMetaReg*
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MetaReg*Architecture=ResNet-50, experimental_protocol=uses both train and validation splits2019.07 | 87.2 | 79.2 | 70.3 | 97.6 | 83.6 | |
| DSONArchitecture=ResNet-502019.07 | 87.04 | 80.62 | 82.9 | 95.99 | 86.64 | |
| DSONArchitecture=ResNet-182019.07 | 84.67 | 77.65 | 82.23 | 95.87 | 85.11 | |
| MetaReg*Architecture=ResNet-18, experimental_protocol=uses both train and validation splits2019.07 | 83.7 | 77.2 | 70.3 | 95.5 | 81.7 | |
| MASFArchitecture=ResNet-502019.07 | 82.89 | 80.49 | 72.29 | 95.01 | 82.67 | |
| Epi-FCRArchitecture=ResNet-182019.07 | 82.1 | 77 | 73 | 93.9 | 81.5 | |
| MMLDArchitecture=ResNet-182019.07 | 81.28 | 77.16 | 72.29 | 96.09 | 81.83 | |
| MASFArchitecture=ResNet-182019.07 | 80.29 | 77.17 | 71.69 | 94.99 | 81.04 | |
| BaselineArchitecture=ResNet-502019.07 | 80.22 | 78.52 | 76.1 | 95.09 | 82.48 | |
| JiGenArchitecture=ResNet-182019.07 | 79.42 | 75.25 | 71.35 | 96.03 | 80.51 | |
| BaselineArchitecture=ResNet-182019.07 | 78.47 | 70.41 | 70.68 | 95.87 | 78.86 | |
| D-SAMArchitecture=ResNet-182019.07 | 77.33 | 72.43 | 77.83 | 95.3 | 80.72 |