Open-Partial-Set Domain Adaptation on Office
88.5Acc (A->D)DCC†
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DCC†SDF=false, OSDA=true, OPDA=true2021.12 | 88.5 | 78.5 | 70.2 | 79.3 | 75.9 | 88.6 | 80.2 | |
| USFDA†SDF=true, OSDA=true, OPDA=false2021.12 | 85.5 | 79.8 | 83.2 | 90.6 | 88.7 | 81.2 | 84.8 | |
| OVANetSDF=false, OSDA=true, OPDA=true2021.12 | 84 | 79.4 | 75.1 | 95.8 | 82.1 | 95.8 | 85.4 | |
| UMADSDF=true, OSDA=true, OPDA=true2021.12 | 79.1 | 77.4 | 87.4 | 90.7 | 90.4 | 97.2 | 87 | |
| DANCESDF=false, OSDA=true, OPDA=true2021.12 | 78.8 | 72 | 78.8 | 91.6 | 72.3 | 91.7 | 80.9 | |
| CMUSDF=false, OSDA=false, OPDA=true2021.12 | 76.9 | 74.1 | 82.8 | 88.5 | 79.2 | 85.2 | 81.1 | |
| SHOTSDF=true, OSDA=true, OPDA=false2021.12 | 73.5 | 67.2 | 59.3 | 88.3 | 77.1 | 84.4 | 74.9 | |
| OSBPSDF=false, OSDA=true, OPDA=false2021.12 | 61.7 | 59.5 | 62.5 | 62.4 | 60.6 | 65.1 | 62 | |
| UANSDF=false, OSDA=false, OPDA=true2021.12 | 52 | 53.2 | 70.8 | 76 | 64.8 | 64.1 | 63.5 | |
| ROSSDF=false, OSDA=true, OPDA=false2021.12 | 29.8 | 26.8 | 86.4 | 86.6 | 83.9 | 96 | 68.3 |