Face Anti-Spoofing on Replay-Attack CR Protocol (Train on CASIA-MFSD) (test)
5.29HTERssFDANet
Evaluation results
| Method | Links | |
|---|---|---|
| ssFDANetType=1-class, # param. (training)=6.54M, FLOPs (training)=2.98G, FPS (testing)=8752025.03 | 5.29 | |
| CDCN++Input type=Single-frame, Train dataset=CASIA-MFSD2020.03 | 6.5 | |
| OC-SCMNetType=1-class, # param. (training)=5.92M, FLOPs (training)=47.08G, FPS (testing)=3732025.03 | 7.29 | |
| PatchNetType=2-class2025.03 | 9.9 | |
| NDA-FASType=2-class, # param. (training)=17.44M, FLOPs (training)=96.13G, FPS (testing)=1102025.03 | 12.5 | |
| CDCNInput type=Single-frame, Train dataset=CASIA-MFSD2020.03 | 15.5 | |
| CDCNType=2-class, # param. (training)=2.25M, FLOPs (training)=47.52G, FPS (testing)=2922025.03 | 15.5 | |
| FAS-TDInput type=Multiple-frame, Train dataset=CASIA-MFSD2020.03 | 17.5 | |
| CIFLType=2-class2025.03 | 17.6 | |
| AAEType=1-class, # param. (training)=2.42M, FLOPs (training)=5.72G, FPS (testing)=8162025.03 | 20 | |
| AuxiliaryInput type=Multiple-frame, Train dataset=CASIA-MFSD2020.03 | 27.6 | |
| FaceDsInput type=Single-frame, Train dataset=CASIA-MFSD2020.03 | 28.5 | |
| Color TextureInput type=Single-frame, Train dataset=CASIA-MFSD2020.03 | 30.3 | |
| STASNInput type=Multiple-frame, Train dataset=CASIA-MFSD2020.03 | 31.5 | |
| STASNType=2-class2025.03 | 31.5 | |
| IQM-GMMType=1-class, # param. (training)=159.74M, FLOPs (training)=15.49G, FPS (testing)=312025.03 | 31.93 | |
| Spectral cubesInput type=Single-frame, Train dataset=CASIA-MFSD2020.03 | 34.4 | |
| Lim et al.Type=1-class, # param. (training)=8.86M, FLOPs (training)=20.62G, FPS (testing)=3882025.03 | 37.36 | |
| Baweja et al.Type=1-class, # param. (training)=145.03M, FLOPs (training)=15.48G, FPS (testing)=2102025.03 | 46.29 | |
| LBPInput type=Single-frame, Train dataset=CASIA-MFSD2020.03 | 47 | |
| LBP-TOPInput type=Multiple-frame, Train dataset=CASIA-MFSD2020.03 | 49.7 | |
| Motion-MagInput type=Multiple-frame, Train dataset=CASIA-MFSD2020.03 | 50.1 |