Multi-Source Partial Domain Adaptation on Office-Home (test)
79.6AMCC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MCCTask=Multi-Source Partial Domain Adaptation2019.12 | 79.6 | 67.5 | 80.6 | 85.1 | 78.2 | |
| AFNTask=Multi-Source Partial Domain Adaptation2019.12 | 77.1 | 61.2 | 79.3 | 82.5 | 75 | |
| SImpAl101Evaluation Protocol=MSDA (MS), Backbone=ResNet-1012021.03 | 73.4 | 62.4 | 81 | 82.7 | 74.8 | |
| MFSANEvaluation Protocol=MSDA (MS)2021.03 | 72.1 | 62 | 80.3 | 81.8 | 74.1 | |
| SImpAl50Evaluation Protocol=MSDA (MS), Backbone=ResNet-502021.03 | 70.8 | 56.3 | 80.2 | 81.5 | 72.2 | |
| DANEvaluation Protocol=MSDA (MS)2021.03 | 68.5 | 59.4 | 79 | 82.5 | 72.4 | |
| RevGradEvaluation Protocol=MSDA (MS)2021.03 | 68.4 | 59.1 | 79.5 | 82.7 | 72.4 | |
| DANEvaluation Protocol=Single Best (SB)2021.03 | 68.2 | 56.5 | 80.3 | 75.9 | 70.2 | |
| D-CORALEvaluation Protocol=MSDA (MS)2021.03 | 68.1 | 58.6 | 79.5 | 82.7 | 72.2 | |
| RevGradEvaluation Protocol=Single Best (SB)2021.03 | 67.9 | 55.9 | 80.4 | 75.8 | 70 | |
| M³SDATask=Multi-Source Partial Domain Adaptation2019.12 | 67.4 | 55.3 | 72.2 | 80.4 | 68.8 | |
| D-CORALEvaluation Protocol=Single Best (SB)2021.03 | 67 | 53.6 | 80.3 | 76.3 | 69.3 | |
| Source OnlyEvaluation Protocol=Single Best (SB)2021.03 | 65.3 | 49.6 | 79.7 | 75.4 | 67.5 | |
| DDCEvaluation Protocol=Single Best (SB)2021.03 | 64.1 | 50.8 | 78.2 | 75 | 67 | |
| PADATask=Multi-Source Partial Domain Adaptation2019.12 | 62.8 | 51.8 | 71.7 | 79.2 | 66.4 | |
| DANNTask=Multi-Source Partial Domain Adaptation2019.12 | 58.3 | 43.6 | 60.7 | 71.2 | 58.5 |