Multi-Target Domain Adaptation on OfficeHome (test)
64.8Acc (Ar -> Cl, Pr, Rw)MT-MTDA Mixed
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MT-MTDA MixedTeacher=ResNext101, Student=ResNet502020.07 | 64.8 | 65.3 | 60.5 | 67.5 | 64.5 | |
| MT-MTDATeacher=ResNext101, Student=ResNet502020.07 | 64.6 | 66.4 | 59.2 | 67.1 | 64.3 | |
| AMEANSTeacher=ResNext101, Student=ResNet502020.07 | 64.3 | 64.2 | 59 | 66.4 | 63.5 | |
| RevGradTeacher=ResNext101, Student=ResNet502020.07 | 58.4 | 57 | 52 | 63 | 57.6 | |
| DANTeacher=ResNext101, Student=ResNet502020.07 | 55.6 | 55.1 | 47.8 | 56.6 | 53.8 | |
| MT-MTDATeacher=ResNet50, Student=AlexNet2020.07 | 48.8 | 48.7 | 42.9 | 55.8 | 49.1 | |
| MT-MTDA MixedTeacher=ResNet50, Student=AlexNet2020.07 | 48.6 | 46.6 | 41.1 | 52.1 | 47.1 | |
| Superv. (Source only)Teacher=ResNext101, Student=ResNet502020.07 | 47.6 | 41.8 | 43.4 | 51.7 | 46.1 | |
| AMEANSTeacher=ResNet50, Student=AlexNet2020.07 | 44.6 | 45.6 | 41.4 | 49.3 | 45.2 | |
| RevGradTeacher=ResNet50, Student=AlexNet2020.07 | 42.2 | 43.8 | 39.9 | 47.7 | 43.4 | |
| DANTeacher=ResNet50, Student=AlexNet2020.07 | 39.7 | 41.6 | 37.8 | 46.8 | 41.5 | |
| Superv. (Source only)Teacher=ResNet50, Student=AlexNet2020.07 | 33.4 | 35.3 | 30.6 | 37.9 | 34.3 |