Single-image Morphing Attack Detection on MAD22 benchmark leaderboard · SOTA2 Research

Single-image Morphing Attack Detection on MAD22

0.3EER (OpenCV)D-FW-CDCN

Evaluation Results

Method	Links
D-FW-CDCN2026.01		0.3	—	—	0	—	—	0	—	—	11.9	—	—	14.11	—	—	—	—	—	5.26	—	—
FD-MAD2026.01		2.54	7.35	1.47	0	0	0	18.4	86.76	17.16	2.45	6.37	0.98	7.21	100	1.47	0	0	0	6.12	40.1	4.22
MADation (ViT-B)2026.01		3.85	23.53	0	0	0	0	10.8	51.47	4.41	33.37	94.12	52.94	22.21	84.8	26.47	1.1	1.94	0	14.05	50.78	16.76
MorphHRNet2026.01		5.69	33.82	1.47	5.9	48.04	1.47	9.8	56.86	3.92	15.3	75.98	11.27	10.41	61.27	2.94	—	—	—	9.42	55.19	4.21
Inception-MAD2026.01		7.52	—	—	0	—	—	18	—	—	10.9	—	—	16.22	—	—	5.3	—	—	10.53	—	—
MixFaceNet-MAD2026.01		8.33	44.31	1.96	4.6	55.88	0	18.2	92.86	15.2	16.7	89.21	11.76	20.62	91.64	20.1	8.5	62.67	2.94	13.69	74.78	9.8
D-FW-MixFaceNet2026.01		13.72	—	—	0.1	—	—	10.8	—	—	6.7	—	—	6.61	—	—	—	—	—	7.59	—	—
Con-Text Net A2026.01		17.48	74.02	16.18	0	0	0	26.2	93.14	31.86	12.3	59.31	6.37	12.91	59.31	5.88	—	—	—	13.78	57.16	12.06