Face Anti-Spoofing on CSW CASIA-MFSD, SiW, W-FAS benchmark leaderboard · SOTA2 Research

Face Anti-Spoofing on CSW CASIA-MFSD, SiW, W-FAS

4.22HTER (CS → W)S-CPTL

Evaluation Results

Method	Links
S-CPTL2026.07		4.22	99.3	—	9.59	96.73	—	10.97	97.4	—	8.33
CFPL-FAS2026.07		4.4	99.11	85.23	8.13	96.7	62.41	8.5	97	55.66	7.01
FLIP-MCL2026.07		4.46	99.16	83.86	9.66	96.69	59	11.71	95.21	57.98	8.61
CPG-PAD2026.07		6.99	98.2	76.48	4.19	99.16	74.09	8.59	97.37	61.15	6.59
ViT2026.07		7.98	97.97	73.61	11.13	95.46	47.59	13.35	94.13	49.97	10.82
CPG-PAD2026.07		8.65	97.77	67.42	13.37	93.76	12.23	7.71	98.09	71.01	9.91
S-CPTL2026.07		8.99	94.01	—	12.78	91.64	—	9.48	95.83	—	10.42
CFPL-FAS2026.07		9.04	96.48	25.84	14.83	90.36	8.33	8.77	96.83	53.34	10.88
CoOp2026.07		9.52	90.49	10.68	18.3	87.47	11.5	11.37	95.46	40.4	13.06
CoCoOp2026.07		13.89	90.74	—	15.49	89.4	—	13.76	95.59	—	14.38
FGPL2026.07		14.05	92.65	33.33	19	88.53	13.33	11	94.72	34	14.68
CLIP2026.07		17.05	89.37	8.17	15.22	91.99	17.08	9.34	96.62	60.75	13.87
CLIP-V2026.07		20	87.72	16.44	17.67	89.67	20.7	8.32	97.23	57.28	15.33
ViT2026.07		21.04	89.12	30.09	17.12	89.05	22.71	17.16	90.25	30.23	18.44