Image Classification on RetinaMNIST 5 MedMNIST (test)
50.52AccuracyWasserstein FI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Wasserstein FIObjective Function=Wasserstein FI-based regularizer, Backbone=ResNet-18, Number of repetitions=10, Input Resolution=28x282025.02 | 50.52 | 70.31 | 1.2643 | 1.6505 | |
| ERMObjective Function=Empirical Risk Minimization, Backbone=ResNet-18, Number of repetitions=10, Input Resolution=28x282025.02 | 48.9 | 71.58 | 1.2542 | 2.4161 |