Kinship Verification on TSKinFace
94.5Accuracy (FM-S)H-RGN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| H-RGNL (number of latent reasoning layers)=22021.09 | 94.5 | 92 | 91.5 | 93 | 92.8 | 92.3 | 93.2 | 93.9 | 92.8 | |
| H-RGNL (number of latent reasoning layers)=12021.09 | 94.2 | 91.8 | 90.7 | 91.8 | 92.5 | 91.7 | 93.3 | 93.8 | 92.4 | |
| H-RGNL (number of latent reasoning layers)=32021.09 | 94.2 | 92 | 90.6 | 92.8 | 92 | 91.9 | 93.7 | 94 | 92.6 | |
| WGEML2021.09 | 93.5 | 90.3 | 89.8 | 91.4 | 90.4 | 90.5 | 93 | 93.3 | 91.4 | |
| S-RGNGraph Structure=Star-shaped2021.09 | 91.8 | 91.3 | 87.9 | 91.8 | 91.6 | 90.7 | 94.5 | 93.2 | 91.5 | |
| LC-FS2021.09 | 91.1 | — | — | — | — | — | 88.3 | 89.7 | — | |
| GMP2021.09 | 90.6 | 88.5 | 87 | 87.9 | 87.8 | 87.8 | 89 | 89.8 | 88.5 | |
| DMML2021.09 | 87.9 | 83.8 | 81.8 | 84.1 | 82.4 | 83 | 86.1 | 87 | 84.3 | |
| MNRML2021.09 | 87.1 | 83.2 | 81.4 | 83.2 | 82.1 | 82.5 | 85.7 | 86.4 | 83.8 | |
| RSBM-block-FS2021.09 | 86.4 | 83 | 80.5 | 82.8 | 81.1 | 81.9 | 84.4 | 85.4 | 83 | |
| MSIDA2021.09 | 85.2 | — | — | — | — | — | — | — | — | |
| Baseline-CosSimilarity/Architecture Protocol=Cosine2021.09 | 85.2 | 82.1 | 80.6 | 82.3 | 81.3 | 81.6 | 83.7 | 84.5 | 82.5 | |
| Baseline-MLPSimilarity/Architecture Protocol=MLP2021.09 | 80.2 | 76.5 | 74.5 | 79.5 | 79.2 | 77.4 | 78.3 | 79.3 | 78 | |
| DDML2021.09 | 78.8 | 75.7 | 74.6 | 76.4 | 78.1 | 76.2 | 80.1 | 79.5 | 77.3 | |
| MKSM2021.09 | — | 84.8 | 83.2 | 85.2 | 84.9 | 84.5 | — | — | — |