Semi-Supervised Domain Adaptation on Office-Home 1-shot
63.4Acc (A->C)MuVo
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MuVoBackbone=ResNet342026.01 | 63.4 | 79.4 | 80.1 | 67.7 | 79.2 | 77.3 | 67.5 | 63.5 | 81.6 | 73.2 | 66.6 | 84.5 | 73.7 | |
| SLABackbone=ResNet342026.01 | 63 | 78 | 79.2 | 66.9 | 77.6 | 77 | 67.3 | 61.8 | 80.5 | 72.7 | 66.1 | 84.6 | 72.9 | |
| CDACBackbone=ResNet342026.01 | 61.2 | 75.9 | 78.5 | 64.5 | 75.1 | 75.3 | 64.6 | 59.3 | 80 | 72.9 | 64.1 | 83.8 | 72 | |
| MMEBackbone=ResNet342026.01 | 59.6 | 75.5 | 77.8 | 65.7 | 74.5 | 74.8 | 64.7 | 57.4 | 79.2 | 71.2 | 61.9 | 82.8 | 70.4 | |
| S^3DBackbone=ResNet342026.01 | 59.3 | 75.3 | 77.4 | 64.6 | 76.1 | 73.6 | 64.7 | 56.8 | 79 | 71 | 63.2 | 82.3 | 70.3 | |
| APEBackbone=ResNet342026.01 | 53.9 | 76.1 | 75.2 | 63.6 | 69.8 | 72.3 | 63.6 | 58.3 | 78.6 | 72.5 | 60.7 | 81.6 | 68.9 | |
| ENTBackbone=ResNet342026.01 | 52.9 | 75 | 76.7 | 63.2 | 73.6 | 73.2 | 63 | 51.9 | 79.9 | 70.4 | 53.6 | 81.9 | 67.9 | |
| DANNBackbone=ResNet342026.01 | 52.3 | 67.9 | 73.9 | 54.1 | 66.8 | 69.2 | 55.7 | 51.9 | 68.4 | 64.5 | 53.1 | 74.8 | 62.7 | |
| S+TBackbone=ResNet342026.01 | 50.9 | 69.8 | 73.8 | 56.3 | 68.1 | 70 | 57.2 | 48.3 | 74.4 | 66.2 | 52.1 | 78.6 | 63.8 | |
| UODAv2Backbone=ResNet342026.01 | 44.9 | 71 | 73.2 | 58.7 | 72.8 | 70.6 | 60.5 | 49.7 | 75.9 | 66.9 | 51.6 | 80.9 | 64.7 | |
| DECOTABackbone=ResNet342026.01 | 42.1 | 68.5 | 72.6 | 60.6 | 70.4 | 70.7 | 60.6 | 48.8 | 76.9 | 71.3 | 56 | 79.4 | 64.8 |