Domain Adaptation on OfficeHome CDA (65/0/0)
55.1Accuracy (A -> C)MLNet
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MLNetProtocol=CDA2023.12 | 55.1 | 75.9 | 77.3 | 64.8 | 72.8 | 72.5 | 64 | 54.3 | 78 | 72.5 | 59.2 | 83.6 | 69.2 | |
| MATHSProtocol=CDA2023.12 | 54.7 | 76.3 | 78 | 65.4 | 73.5 | 74.6 | 64.8 | 55.7 | 78.8 | 73.8 | 59.7 | 83.4 | 69.9 | |
| GATEProtocol=CDA2023.12 | 54.6 | 76.9 | 79.8 | 66.1 | 73.5 | 74.2 | 65.3 | 54.8 | 80.6 | 73.9 | 59.5 | 83.7 | 70.2 | |
| DANCEProtocol=CDA2023.12 | 54.3 | 75.9 | 78.4 | 64.8 | 72.1 | 73.4 | 63.2 | 53 | 79.4 | 73 | 58.2 | 82.9 | 69.1 | |
| BaselineProtocol=CDA2023.12 | 49.2 | 68.6 | 76.3 | 58.8 | 66.4 | 69.6 | 56.2 | 45.1 | 76.3 | 69.4 | 51.7 | 79.7 | 63.9 | |
| UANProtocol=CDA2023.12 | 45 | 63.6 | 71.2 | 51.4 | 58.2 | 63.2 | 52.6 | 40.9 | 71 | 63.3 | 48.2 | 75.4 | 58.7 | |
| CMUProtocol=CDA2023.12 | 42.8 | 65.6 | 74.3 | 58.1 | 63.1 | 67.4 | 54.2 | 41.2 | 73.8 | 66.9 | 48 | 78.7 | 61.2 | |
| DCCProtocol=CDA2023.12 | 35.4 | 61.4 | 75.2 | 45.7 | 59.1 | 62.7 | 43.9 | 30.9 | 70.2 | 57.8 | 41 | 77.9 | 55.1 |