Open Set Domain Adaptation on Office-31
93.4OS* Accuracy (A->W)ReOT
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ReOT2026.05 | 93.4 | 98.5 | 95.9 | 94.6 | 95.9 | 95.2 | 79.7 | 93.1 | 85.9 | 99.1 | 96.4 | 97.7 | 78.7 | 95.7 | 86.3 | 98.7 | 100 | 99.3 | 90.7 | 96.6 | 93.4 | |
| STA2026.05 | 92.1 | 58 | 71 | 95.4 | 45.5 | 61.6 | 94.1 | 55 | 69.4 | 97.1 | 49.7 | 65.5 | 92.1 | 46.2 | 60.9 | 96.6 | 48.5 | 64.4 | 94.6 | 50.5 | 65.5 | |
| MRJT2026.05 | 90.4 | 89.6 | 90 | 90.2 | 89.7 | 90 | 92.1 | 90 | 91 | 98.3 | 100 | 99.1 | 91 | 94.7 | 92.9 | 100 | 93.1 | 96.4 | 93.7 | 92.9 | 93.3 | |
| ROS2026.05 | 88.4 | 76.7 | 82.1 | 87.5 | 77.8 | 82.4 | 74.8 | 81.2 | 77.9 | 99.3 | 93 | 96 | 69.7 | 86.6 | 77.2 | 100 | 99.4 | 99.7 | 86.6 | 85.8 | 85.9 | |
| OSBP2026.05 | 86.8 | 79.2 | 82.7 | 90.5 | 75.5 | 82.4 | 76.1 | 72.3 | 75.1 | 97.7 | 96.7 | 97.2 | 73 | 74.4 | 73.7 | 99.1 | 84.2 | 91.1 | 87.2 | 80.4 | 83.7 | |
| cUADAL2026.05 | 85.5 | 95.1 | 90.1 | 85.6 | 90.4 | 87.9 | 74.2 | 87.8 | 80.5 | 98.7 | 97.7 | 98.2 | 65.6 | 87.8 | 75.1 | 99.3 | 99.4 | 99.4 | 84.8 | 93 | 88.5 | |
| ANNA2026.05 | 82.8 | 88.4 | 85.5 | 93.2 | 76.1 | 83.8 | 75.4 | 91.1 | 82.5 | 99.4 | 99.6 | 99.5 | 76 | 87.9 | 81.6 | 100 | 96.8 | 98.4 | 87.8 | 90 | 88.6 |