Morphing Attack Detection on MD #3

4D-EER

Proposed Method

Updated 3mo ago

Evaluation Results

Method
Proposed Method 2026.04	4	16.59	4.61	3.23
Proposed Method 2026.04	7.14	18.21	7.7	3.78
LocalMorph 2026.04	12.74	22.13	10.78	6.86
Distil-MAD 2026.04	13.72	66.67	26.47	15.69
ViTSVM 2026.04	14.95	44.4	28.43	21.29
Distil-MAD 2026.04	16.57	60.78	38.24	28.43
LocalMorph 2026.04	27.45	68.13	59.12	46.27
Self-Supervision 2026.04	28.93	73.81	57.98	49.86
FS-SPN 2026.04	29.41	89.21	72.54	51.96
Self-Supervision 2026.04	30.89	65.27	51.26	46.78
MADation 2026.04	31.03	80.25	69.05	57.42
FS-SPN 2026.04	31.51	94.11	82.35	60.78
Few-Shot MAD 2026.04	33.6	80.39	69.89	59.38
Few-Shot MAD (MobileNet) 2026.04	33.6	80.39	69.89	59.38
ViTSVM 2026.04	42.73	90.48	78.43	71.85
Few-Shot MAD 2026.04	48.85	94.96	92.3	86.97
Few-Shot MAD (ResNet) 2026.04	48.85	94.96	92.3	86.97
MADation 2026.04	49.6	65.27	56.3	47.34
Diffusion probabilistic models 2026.04	57.07	100	99.58	98.04
Diffusion probabilistic models 2026.04	66.67	100	100	100