Open Access
Table 3
Comparison of encoder models and models that participated in the Bologna Lens Challenge, listed in decreasing order of TPR10.
| Name | AUROC | TPR0 | TPR10 | Model type |
|---|---|---|---|---|
| Lens Detector 9 | 0.959 | 0.00 | 0.789 | Transformer |
| Lens Detector 8 | 0.954 | 0.00 | 0.758 | Transformer |
| Lens Detector 17 | 0.973 | 0.00 | 0.717 | Transformer |
| CMU-DeepLens Resnet-ground3 | 0.98 | 0.09 | 0.45 | CNN |
| Manchester SVM | 0.93 | 0.220 | 0.35 | SVM/Gabor |
| LASTRO EPFL | 0.97 | 0.07 | 0.11 | CNN |
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