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ResearchFormerly WizWand

Signature Verification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

SVC Task 2 (Finger - Mobile) 2004 (Evaluation)

7.41EER

12

May 15, 2026

SVC Task 3 Combined 2004 (Evaluation)

6.04EER

11

May 15, 2026

SVC Task 1 (Stylus - Office) 2004 (evaluation)

3.33EER

11

May 15, 2026

GPDS Signature Corpus 300

88.79Accuracy

7

Feb 26, 2026

CEDAR Signature Database

100Accuracy

6

Feb 26, 2026

2.5EER

5

Jul 3, 2026

85.9Accuracy

3

Feb 26, 2026

BHSig260 Bengali

86.11Accuracy

3

Feb 26, 2026

GPDS Signature Corpus Synthetic

77.76Accuracy

2

Feb 26, 2026