Face Anti-Spoofing on HiFiMask
15.93HTER (%)Ours-All
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours-AllTraining Dataset=Full FaceCoT2025.06 | 15.93 | 91.3 | |
| TAR-FASEvaluation Protocol=Protocol 22026.03 | 17.97 | 90.23 | |
| TAR-FASTraining Domain=CelebA-Spoof, Evaluation Protocol=Protocol 22026.03 | 17.97 | 90.23 | |
| Ours-100KTraining Dataset=FaceCoT-Gold100K2025.06 | 18.63 | 88.52 | |
| I-FASTraining Dataset=CelebA-Spoof2025.06 | 28.23 | 77.17 | |
| I-FASEvaluation Protocol=Protocol 22026.03 | 28.23 | 77.17 | |
| I-FASTraining Domain=CelebA-Spoof, Evaluation Protocol=Protocol 22026.03 | 28.23 | 77.17 | |
| FLIPTraining Dataset=CelebA-Spoof2025.06 | 28.32 | 76.5 | |
| FLIPEvaluation Protocol=Protocol 22026.03 | 28.32 | 76.5 | |
| FLIPTraining Domain=CelebA-Spoof, Evaluation Protocol=Protocol 22026.03 | 28.32 | 76.5 | |
| Ours-CelebATraining Dataset=CelebA-Spoof (annotated by FAS caption model)2025.06 | 28.68 | 79.74 | |
| ViT-LTraining Dataset=CelebA-Spoof2025.06 | 32.81 | 72.58 | |
| ViT-LEvaluation Protocol=Protocol 22026.03 | 32.81 | 72.58 | |
| ViT-LTraining Domain=CelebA-Spoof, Evaluation Protocol=Protocol 22026.03 | 32.81 | 72.58 | |
| ViTAFTraining Dataset=CelebA-Spoof2025.06 | 37.3 | 67.1 | |
| ViTAFEvaluation Protocol=Protocol 22026.03 | 37.3 | 67.1 | |
| ViTAFTraining Domain=CelebA-Spoof, Evaluation Protocol=Protocol 22026.03 | 37.3 | 67.1 | |
| ViT-BTraining Dataset=CelebA-Spoof2025.06 | 37.33 | 67.35 |