Domain Adaptation on Digits
98.4AccuracyTPDS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPDSScenario=SFUDA Methods, Reproduced=true2024.02 | 98.4 | 3.362 | |
| SHOTScenario=SFUDA Methods, Reproduced=true2024.02 | 98.1 | 0.091 | |
| PFCScenario=SFUDA Methods, Reproduced=true2024.02 | 98.1 | 1.056 | |
| AaDScenario=SFUDA Methods, Reproduced=true2024.02 | 97.7 | 0.319 | |
| MemFlowScenario=DAMap Methods2024.02 | 89.1 | 0.013 | |
| retrain@BLSScenario=DAMap Methods2024.02 | 89 | 0.044 | |
| retrain@BAGScenario=DAMap Methods2024.02 | 87.8 | 0.944 | |
| retrain@NBYScenario=DAMap Methods2024.02 | 87.5 | 0.022 | |
| retrain@KNNScenario=DAMap Methods2024.02 | 87.1 | 0.155 | |
| retrain@lastScenario=DAMap Methods2024.02 | 86.9 | 0.063 | |
| retrain@SVMScenario=DAMap Methods2024.02 | 86.6 | 3.72 | |
| retrain@RFScenario=DAMap Methods2024.02 | 84.5 | 1.213 | |
| retrain@X-GBScenario=DAMap Methods2024.02 | 83.4 | 1.324 | |
| w/o DAScenario=DAMap Methods2024.02 | 79.6 | — | |
| retrain@DTCScenario=DAMap Methods2024.02 | 66.6 | 0.458 |