Cross-Domain Open-Set Domain Adaptation on Office-Home
67.48Accuracy (RE → PR)UASA
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UASA2024.12 | 67.48 | 52.53 | 67.85 | 55.29 | 62.59 | 61.08 | 61.14 | |
| Ovanet2024.12 | 63.21 | 49.02 | 67.72 | 46.23 | 62.07 | 57.48 | 57.62 | |
| DANCE2024.12 | 61.27 | 50.93 | 63.18 | 53.96 | 60.15 | 59.03 | 58.09 | |
| STA2024.12 | 61.23 | 48.01 | 64.72 | 48.96 | 54.62 | 55.34 | 55.48 | |
| OSBP2024.12 | 60.34 | 49.12 | 63.27 | 46.2 | 56.37 | 57.43 | 55.46 | |
| CMU2024.12 | 53.04 | 39.82 | 50.76 | 35.1 | 41.35 | 36.29 | 42.73 | |
| Energy2024.12 | 51.37 | 40.19 | 52.75 | 38.26 | 44.23 | 37.52 | 44.05 | |
| CIDER2024.12 | 50.49 | 42.13 | 50.26 | 40.38 | 39.75 | 34.33 | 42.89 | |
| ROS2024.12 | 50.26 | 44.12 | 54.62 | 42.87 | 43.5 | 35.72 | 45.18 | |
| ODIN2024.12 | 22.31 | 18.3 | 10.72 | 8.13 | 11.55 | 14.72 | 14.29 | |
| MSP2024.12 | 18.62 | 12.35 | 11.17 | 6.28 | 10.37 | 12.84 | 11.94 | |
| UAN2024.12 | 14.82 | 6.13 | 9.52 | 3.82 | 6.17 | 8.32 | 8.13 |