Accuracy Estimation on GTSD-D2 augmented dataset
84.71AUPREntropy
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EntropyTarget DNN=CNN trained on GTSD2020.07 | 84.71 | 48.06 | |
| Accuracy MonitorTarget DNN=CNN trained on GTSD, Labeled data percentage=1%2020.07 | 84.14 | — | |
| MPTarget DNN=CNN trained on GTSD2020.07 | 84.14 | 48.86 | |
| TSTarget DNN=CNN trained on GTSD2020.07 | 80.94 | 68.84 | |
| Accuracy MonitorTarget DNN=CNN trained on GTSD, Labeled data percentage=1%2020.07 | 69.55 | — | |
| EntropyTarget DNN=CNN trained on GTSD2020.07 | 60.27 | 78.66 | |
| MPTarget DNN=CNN trained on GTSD2020.07 | 60.26 | 79.91 | |
| TSTarget DNN=CNN trained on GTSD2020.07 | 57.65 | 80.04 | |
| MP*Target DNN=CNN trained on GTSD2020.07 | — | 93.9 | |
| MP*Target DNN=CNN trained on GTSD2020.07 | — | 91.76 |