Fingerprint Classification on OoD-FP (test)
99.27Domain 1 AccuracyNAS-OoD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NAS-OoDBackbone=searched cell-based, Params (M)=2.33 (average)2021.09 | 99.27 | 99.49 | 97.54 | 98.77 | |
| RExBackbone=ResNet-18, Params (M)=11.72021.09 | 97.91 | 91.66 | 92.7 | 94.09 | |
| MixupBackbone=ResNet-18, Params (M)=11.72021.09 | 96.87 | 97.91 | 90.62 | 95.13 | |
| MMDBackbone=ResNet-18, Params (M)=11.72021.09 | 96.87 | 95.83 | 94.79 | 95.83 | |
| DROBackbone=ResNet-18, Params (M)=11.72021.09 | 96.87 | 95.83 | 89.58 | 94.09 | |
| IRMBackbone=ResNet-18, Params (M)=11.72021.09 | 95.83 | 87.5 | 84.37 | 89.23 | |
| MTLBackbone=ResNet-18, Params (M)=11.72021.09 | 95.83 | 97.91 | 90.62 | 94.78 | |
| DANNBackbone=ResNet-18, Params (M)=11.72021.09 | 95.83 | 97.91 | 86.45 | 93.39 | |
| CORALBackbone=ResNet-18, Params (M)=11.72021.09 | 94.79 | 97.91 | 91.66 | 94.78 | |
| ERMBackbone=ResNet-18, Params (M)=11.72021.09 | 93.75 | 92.7 | 92.7 | 93.05 |