Accuracy Estimation on CIFAR-10 (test)
93.52AUPREntropy
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EntropyTarget DNN=VGG16, Training dataset=CIFAR-102020.07 | 93.52 | 89.43 | |
| TSTarget DNN=VGG16, Training dataset=CIFAR-102020.07 | 93.43 | 97.27 | |
| MPTarget DNN=VGG16, Training dataset=CIFAR-102020.07 | 93.41 | 89.07 | |
| Accuracy MonitorTarget DNN=VGG16, Training dataset=CIFAR-10, Transfer Learning Data=1% active learning2020.07 | 92.7 | — | |
| MP*Target DNN=VGG16, Training dataset=CIFAR-102020.07 | — | 97.56 |