Presentation Attack Detection

Benchmarks

Dataset Name	SOTA Method	Metric
WMCA grandtest protocol (test)	MCCNN(BCE)	ACER0.2	30	4d ago
WMCA unseen attack protocol (test)		APCER0	28	4d ago
WMCA grandtest protocol (dev)	MCCNN(BCE+OCCL)-GMM	APCER0.1	18	4d ago
ROSE-Youtu (test)	CASO-PAD	HTER0.82	16	2d ago
CU-LivDet 2017 (test)	EyePAD	APCER5.68	11	4d ago
WMCA (unseen-3D)	MCCNN(BCE+OCCL)-GMM	APCER15.4	7	4d ago
MSIrPAD Cross-artifact (Train: Artefact #5, Test: Remaining artifacts)	SpectraIrisPAD	D-EER5.51	6	4d ago
MSIrPAD Cross-artifact Artefact #6 (test)	SpectraIrisPAD	D-EER6.23	6	4d ago
MSIrPAD Cross-artifact Train on Artefact #3 (test)	SpectraIrisPAD	D-EER0.0561	6	4d ago
MSIrPAD Train on Artefact #1, Test on remaining (test)	SpectraIrisPAD	D-EER14.13	6	4d ago
MSIrPAD Train: Artefact #8, Test: Remaining (cross-artifact evaluation)	SpectraIrisPAD	D-EER4.31	6	4d ago
MSIrPAD (train on Artefact #2, test on remaining artifacts)	SpectraIrisPAD	D-EER15.14	6	4d ago
MLFP unseen mask protocol (evaluation)	MCCNN (BCE+OCCL)-GMM	EER3.4	6	4d ago
MLFP unseen print protocol (evaluation)	MCCNN (BCE+OCCL)-GMM	EER3.3	6	4d ago
MLFP grandtest protocol (evaluation)	MCCNN (BCE+OCCL)-GMM	EER1.2	6	4d ago
MSIrPAD train on Artefact #7 test on remaining artifacts	-	-	0	4d ago

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