Face Recognition on IJB-C (X-shot evaluation)
51.971-Shot Verification RateLAFS
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LAFSData Amount=10%, Pretrain Method=LAFS, Backbone=Part fViT2024.03 | 51.97 | 71.1 | 85.09 | 91.56 | 94.32 | |
| fViT (DINO)Data Amount=10%, Pretrain Method=DINO, Backbone=fViT2024.03 | 51.35 | 70.73 | 85.02 | 91.42 | 93.85 | |
| LAFSData Amount=1%, Pretrain Method=LAFS, Backbone=Part fViT2024.03 | 37.89 | 47.03 | 61.09 | 72.57 | 79.66 | |
| fViT (DINO)Data Amount=1%, Pretrain Method=DINO, Backbone=fViT2024.03 | 37.49 | 46.93 | 60.13 | 70.44 | 78.95 | |
| Part fViT (DINO)Data Amount=10%, Pretrain Method=DINO, Backbone=Part fViT2024.03 | 33.87 | 52.45 | 74.6 | 89.07 | 91.44 | |
| ResNet (Scratch)Data Amount=10%, Pretrain Method=Scratch, Backbone=ResNet2024.03 | 28.84 | 45.25 | 63.26 | 72.4 | 92.28 | |
| ResNet (DINO)Data Amount=10%, Pretrain Method=DINO, Backbone=ResNet2024.03 | 27.91 | 59.58 | 81.29 | 90.26 | 92.28 | |
| Part fViT (DINO)Data Amount=1%, Pretrain Method=DINO, Backbone=Part fViT2024.03 | 21.4 | 27.23 | 39.38 | 53.7 | 75.82 | |
| ResNet (DINO)Data Amount=1%, Pretrain Method=DINO, Backbone=ResNet2024.03 | 15.96 | 26.79 | 41.87 | 57.19 | 77.3 | |
| ResNet (Scratch)Data Amount=1%, Pretrain Method=Scratch, Backbone=ResNet2024.03 | 15.39 | 22.15 | 33.56 | 25.01 | 63.16 | |
| fViTB (Scratch)Data Amount=10%, Pretrain Method=Scratch, Backbone=fViTB2024.03 | 7.63 | 14.21 | 22.11 | 52.8 | 84.62 | |
| Part fViT (Scratch)Data Amount=10%, Pretrain Method=Scratch, Backbone=Part fViT2024.03 | 3.32 | 4.25 | 17.21 | 58.75 | 88.09 | |
| fViT (Scratch)Data Amount=1%, Pretrain Method=Scratch, Backbone=fViT2024.03 | 1.84 | 4.03 | 7.36 | 19.03 | 29.19 | |
| Part fViT (Scratch)Data Amount=1%, Pretrain Method=Scratch, Backbone=Part fViT2024.03 | 0.58 | 0.97 | 1.59 | 3.73 | 5.99 |