Image Classification on Mini-ImageNet Transfer from DomainNet-Real (val)
59.92AccuracySimPLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SimPLEBackbone=WRN 28-2, Number of labels=4000, Initialization=from scratch2021.03 | 59.92 | — | |
| SimPLEBackbone=WRN 28-2, Number of labels=4000, Initialization=Pre-trained (DomainNet-Real)2021.03 | 58.73 | — | |
| MixMatch EnhancedBackbone=WRN 28-2, Number of labels=4000, Initialization=Pre-trained (DomainNet-Real)2021.03 | 55.75 | — | |
| MixMatchBackbone=WRN 28-2, Number of labels=4000, Initialization=Pre-trained (DomainNet-Real)2021.03 | 53.39 | — | |
| MixMatch EnhancedBackbone=WRN 28-2, Number of labels=4000, Initialization=from scratch2021.03 | 52.83 | — | |
| MixMatchBackbone=WRN 28-2, Number of labels=4000, Initialization=from scratch2021.03 | 50.31 | — | |
| Supervised w/ EMABackbone=WRN 28-2, Number of labels=4000, Initialization=Labeled training set only2021.03 | 48.83 | — |