Face Recognition on IJB-B (N-shot protocols)
48.56Verification Rate (1-Shot)LAFS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LAFSData Amount=10%, Pretrain Method=LAFS, Backbone=Part fViT2024.03 | 48.56 | 66.71 | 81.67 | 88.7 | 92.16 | |
| fViT (DINO)Data Amount=10%, Pretrain Method=DINO, Backbone=fViT2024.03 | 46.99 | 66.61 | 81.56 | 88.35 | 91.35 | |
| LAFSData Amount=1%, Pretrain Method=LAFS, Backbone=Part fViT2024.03 | 33.97 | 42.8 | 57.32 | 68.76 | 75.67 | |
| fViT (DINO)Data Amount=1%, Pretrain Method=DINO, Backbone=fViT2024.03 | 33.48 | 41.67 | 56.1 | 66.2 | 74.42 | |
| Part fViT (DINO)Data Amount=10%, Pretrain Method=DINO, Backbone=Part fViT2024.03 | 29.82 | 47.48 | 75.92 | 85.39 | 90.37 | |
| ResNet (DINO)Data Amount=10%, Pretrain Method=DINO, Backbone=ResNet2024.03 | 27.63 | 48.97 | 76.83 | 87.58 | 90.99 | |
| ResNet (Scratch)Data Amount=10%, Pretrain Method=Scratch, Backbone=ResNet2024.03 | 27.23 | 41.96 | 59.27 | 68.25 | 89.33 | |
| Part fViT (DINO)Data Amount=1%, Pretrain Method=DINO, Backbone=Part fViT2024.03 | 18.51 | 23.41 | 35.19 | 49.19 | 69.37 | |
| ResNet (Scratch)Data Amount=1%, Pretrain Method=Scratch, Backbone=ResNet2024.03 | 14.13 | 19.69 | 30.58 | 22.19 | 58.66 | |
| ResNet (DINO)Data Amount=1%, Pretrain Method=DINO, Backbone=ResNet2024.03 | 13.98 | 22.7 | 36.85 | 52.72 | 72.38 | |
| fViTB (Scratch)Data Amount=10%, Pretrain Method=Scratch, Backbone=fViTB2024.03 | 7.53 | 13.32 | 19.85 | 45.45 | 81.37 | |
| Part fViT (Scratch)Data Amount=10%, Pretrain Method=Scratch, Backbone=Part fViT2024.03 | 3.11 | 3.97 | 14.66 | 54.47 | 84.47 | |
| fViT (Scratch)Data Amount=1%, Pretrain Method=Scratch, Backbone=fViT2024.03 | 1.67 | 3.79 | 6.6 | 16.91 | 27.22 | |
| Part fViT (Scratch)Data Amount=1%, Pretrain Method=Scratch, Backbone=Part fViT2024.03 | 0.64 | 0.89 | 1.46 | 3.47 | 6.22 |