Image Classification on PACS Open Domain (test)
59.32Accuracy (Art)DAML
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DAML2023.03 | 59.32 | 51.62 | 66.7 | 53.25 | 81.01 | 63.68 | 62.97 | 53.3 | 67.5 | 55.46 | |
| CORAL2023.03 | 53.72 | 47.24 | 55.89 | 46.21 | 71.13 | 70.53 | 51.95 | 47.2 | 58.17 | 52.79 | |
| ARPL2023.03 | 53.47 | 45.19 | 52.86 | 42.33 | 56.7 | 56.51 | 46.55 | 37.83 | 52.39 | 45.47 | |
| MMD2023.03 | 53.38 | 44.26 | 55.3 | 45.96 | 68.04 | 69.79 | 54.24 | 47.2 | 57.74 | 51.8 | |
| Mixup2023.03 | 52.67 | 42.59 | 53.18 | 44.93 | 58.13 | 58.63 | 43.86 | 37.38 | 51.96 | 45.88 | |
| VREx2023.03 | 51.86 | 43.9 | 50.04 | 42.38 | 57.05 | 59.01 | 41.47 | 35.72 | 50.1 | 45.25 | |
| DANN2023.03 | 51.67 | 42.64 | 57.09 | 47.24 | 51.56 | 43.58 | 45.64 | 38.16 | 51.49 | 42.9 | |
| ERM2023.03 | 51.57 | 43.82 | 48.53 | 41.82 | 57.13 | 60 | 41.54 | 36.61 | 49.69 | 45.56 | |
| ANDMask2023.03 | 50.51 | 42.64 | 57.31 | 48.45 | 57.35 | 18.9 | 47.29 | 40.29 | 53.11 | 37.57 | |
| RSC2023.03 | 50.4 | 36.54 | 52.07 | 46.72 | 53.04 | 48.48 | 44.4 | 37.57 | 49.98 | 42.33 | |
| MLDG2023.03 | 48.53 | 41.11 | 44.45 | 42.3 | 61.04 | 64.77 | 40.97 | 36.4 | 48.75 | 46.14 | |
| DIFEX2023.03 | 46.24 | 40.38 | 50.66 | 44.13 | 49.11 | 10.84 | 43.1 | 40.41 | 47.27 | 33.94 |