Kinship Verification on KinFaceW-II (five-fold cross-validation)
90.8F-S ScoreGKR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GKRBackbone=ResNet-18, Layers (K)=2, Pooling=Max, Central Node Initialization=0.52020.04 | 90.8 | 86 | 91.2 | 94.4 | 90.6 | |
| CNN-PointNumber of Backbones=102020.04 | 89.4 | 81.9 | 89.9 | 92.4 | 88.4 | |
| WGEML2020.04 | 88.6 | 77.4 | 83.4 | 81.6 | 82.8 | |
| CNN-Basic2020.04 | 84.9 | 79.6 | 88.3 | 88.5 | 85.3 | |
| D-CBFD2020.04 | 81 | 76.2 | 77.4 | 79.3 | 78.5 | |
| DMML2020.04 | 78.5 | 76.5 | 78.5 | 79.5 | 78.3 | |
| MNRML2020.04 | 76.9 | 74.3 | 77.4 | 77.6 | 76.5 |