Domain Adaptation on Office-Home (3% labeled source samples, test)
43.8Ar -> Cl Accuracy
CDS + CDAN + ENT
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2021.03 | 43.8 | 55.5 | 60.2 | 51.5 | 56.4 | 59.6 | 51.3 | 46.4 | 64.5 | 62.2 | 52.4 | 70.2 | 56.2 | |
2021.03 | 42.1 | 61.5 | 63.9 | 52.3 | 61.5 | 61.4 | 58 | 47.6 | 73.9 | 66 | 52.5 | 75.6 | 59.7 | |
2021.03 | 41.7 | 49.4 | 57.8 | 51.8 | 52.3 | 55.9 | 54.3 | 46.2 | 69 | 65.6 | 52.2 | 68.2 | 55.4 | |
2021.03 | 39.4 | 48 | 52.1 | 50 | 52.3 | 56.4 | 47.8 | 44.2 | 60.6 | 61.1 | 45.3 | 62.1 | 51.6 | |
2021.03 | 39.2 | 46.1 | 47.8 | 49.9 | 50.7 | 54.1 | 48 | 43.5 | 59.3 | 58.6 | 44.3 | 59.3 | 50.1 | |
2021.03 | 37.7 | 49.2 | 56.5 | 49.8 | 51.9 | 55.9 | 50 | 42.3 | 68.1 | 63.1 | 48.7 | 67.5 | 53.4 | |
2021.03 | 33.5 | 41.1 | 41.9 | 45.9 | 46 | 49.3 | 44.7 | 37.8 | 51 | 51.6 | 35.7 | 53.8 | 44.4 | |
2021.03 | 31.2 | 35.2 | 40.2 | 37.3 | 39.5 | 37.4 | 48.7 | 42.9 | 60.9 | 59.3 | 46.4 | 58.6 | 44.8 | |
2021.03 | 24.4 | 38.3 | 43.1 | 26.4 | 34.7 | 33.7 | 27.5 | 26.5 | 42.6 | 41.2 | 29 | 52.3 | 35 | |
2021.03 | 21.7 | 37.3 | 42.8 | 29.4 | 43.9 | 44.2 | 37.7 | 29.5 | 51 | 47.1 | 29.2 | 56.4 | 39.1 | |
2021.03 | 20.6 | 31.4 | 41.2 | 20.6 | 24.9 | 30.6 | 33.5 | 26.5 | 56.7 | 46.9 | 29.5 | 48.4 | 34.2 | |
2021.03 | 19.5 | 30.2 | 38.1 | 18.1 | 21.8 | 24.2 | 31.6 | 23.5 | 48.1 | 40.7 | 28.1 | 50.2 | 31.2 | |
2021.03 | 17.1 | 30.5 | 33.2 | 22.5 | 34.5 | 36 | 18.5 | 19.4 | 41.3 | 28.7 | 18.6 | 43.2 | 28.6 | |
2021.03 | 5 | 8.4 | 11.8 | 20.6 | 26.1 | 27.5 | 26.6 | 27 | 40.3 | 38.7 | 25.5 | 44.9 | 25.2 | |
2021.03 | 4.5 | 15.4 | 25 | 28.7 | 34.1 | 37 | 25.6 | 25.4 | 44.9 | 39.3 | 29 | 52 | 30.1 |