Open Set Domain Adaptation on Office-31 (Average)
97.5Accuracy (OS*)DCC
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DCC2022.10 | 97.5 | 94 | 93.8 | 99.4 | 90.7 | 95.6 | 96.9 | 98.4 | 95.7 | 98.4 | 92.5 | 96.6 | 94.5 | 96.3 | |
| SPA2022.10 | 95.2 | 94.8 | 96.1 | 97 | 96.2 | 97 | 96 | 96 | 99.5 | 100 | 89.2 | 89 | 91.9 | 92 | |
| InheriT2022.10 | 94.5 | 93.4 | 91.3 | 93.2 | 94.2 | 97.1 | 96.5 | 97.4 | 99.5 | 99.4 | 90.1 | 91.5 | 88.7 | 88.1 | |
| STA2022.10 | 94.1 | 92.9 | 89.5 | 92.1 | 93.7 | 96.1 | 97.5 | 96.5 | 99.5 | 99.6 | 89.1 | 93.5 | 87.9 | 87.4 | |
| OSBP2022.10 | 91.3 | 90.8 | 86.5 | 87.6 | 88.6 | 89.2 | 97 | 96.5 | 97.9 | 98.7 | 88.9 | 90.6 | 85.8 | 84.9 | |
| ATI-λ2022.10 | 88.4 | 86.7 | 87.4 | 88.9 | 84.3 | 86.6 | 93.6 | 95.3 | 96.5 | 98.7 | 78 | 79.6 | 80.4 | 81.4 | |
| DANN2022.10 | 87.6 | 86.6 | 85.3 | 87.7 | 86.5 | 87.7 | 97.5 | 98.3 | 99.5 | 100 | 75.7 | 76.2 | 74.9 | 75.6 | |
| RTN2022.10 | 86.8 | 85.4 | 85.6 | 88.1 | 89.5 | 90.1 | 94.8 | 96.2 | 97.1 | 98.7 | 72.3 | 72.8 | 73.5 | 73.9 | |
| DAODEvaluation=Average2019.07 | 85.7 | 85.3 | — | — | — | — | — | — | — | — | — | — | — | — | |
| ATIEvaluation=Average2019.07 | 80.4 | 78.8 | — | — | — | — | — | — | — | — | — | — | — | — | |
| OSBPEvaluation=Average2019.07 | 80.2 | 80.4 | — | — | — | — | — | — | — | — | — | — | — | — | |
| JGSAEvaluation=Average2019.07 | 79.2 | 76.7 | — | — | — | — | — | — | — | — | — | — | — | — | |
| JDAEvaluation=Average2019.07 | 75.6 | 74.9 | — | — | — | — | — | — | — | — | — | — | — | — | |
| OSNNEvaluation=Average2019.07 | 74.2 | 70.7 | — | — | — | — | — | — | — | — | — | — | — | — | |
| TCAEvaluation=Average2019.07 | 69.2 | 68.5 | — | — | — | — | — | — | — | — | — | — | — | — |