Accuracy Estimation on GTSD-OOD CIFAR-10 + GTSD-D2
0.909AUPRAccuracy Monitor
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Accuracy MonitorTarget DNN=CNN trained on GTSD, Labeled data percentage=1%2020.07 | 0.909 | — | |
| TSTarget DNN=CNN trained on GTSD2020.07 | 0.8994 | 0.7157 | |
| EntropyTarget DNN=CNN trained on GTSD2020.07 | 0.8952 | 0.5821 | |
| MPTarget DNN=CNN trained on GTSD2020.07 | 0.8873 | 0.569 | |
| MP*Target DNN=CNN trained on GTSD2020.07 | — | 0.8861 |