Domain Adaptation on Rotated MNIST (target)
93.3AccuracyPre-defined
Evaluation results
| Method | Links | |
|---|---|---|
| Pre-definedCoarse scores=Pre-defined, Indexed?=true, Adaptation=GDA, Refined?=true2022.07 | 93.3 | |
| Pre-definedCoarse scores=Pre-defined, Indexed?=true, Adaptation=GDA, Refined?=false2022.07 | 87.9 | |
| IDOLCoarse scores=Progressive domain discriminator, Indexed?=false, Adaptation=GDA, Refined?=true2022.07 | 87.5 | |
| IDOLCoarse scores=Domain discriminator, Indexed?=false, Adaptation=GDA, Refined?=true2022.07 | 85.7 | |
| IDOLCoarse scores=Domain discriminator, Indexed?=false, Adaptation=GDA, Refined?=false2022.07 | 82.1 | |
| IDOLCoarse scores=Manifold distance, Indexed?=false, Adaptation=GDA, Refined?=false2022.07 | 72.4 | |
| RandomCoarse scores=Random, Indexed?=false, Adaptation=GDA, Refined?=true2022.07 | 57.5 | |
| IDOLCoarse scores=Classifier confidence, Indexed?=false, Adaptation=GDA, Refined?=false2022.07 | 45.5 | |
| RandomCoarse scores=Random, Indexed?=false, Adaptation=GDA, Refined?=false2022.07 | 39.5 | |
| UDA (T+U)Coarse scores=None, Indexed?=false, Adaptation=UDA (T+U)2022.07 | 38 | |
| UDA (T)Coarse scores=None, Indexed?=false, Adaptation=UDA (T)2022.07 | 33 | |
| Source onlyCoarse scores=None, Indexed?=false, Adaptation=Source only2022.07 | 31.9 |