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ResearchFormerly WizWand

OVD Verification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

MIDV-DynAttack (test)

88Recall (Photo Reproduction)

7

Jul 8, 2026

MIDV-Holo (test)

99Specificity

7

Jul 8, 2026

MIDV-Holo vs. MIDV-DynAttack Mix (test)

94.4Mean AUC

7

Jul 8, 2026

MIDV-Holo vs. MIDV-DynAttack Dynamic (test)

98.6Mean AUC

7

Jul 8, 2026

MIDV-Holo vs. MIDV-DynAttack Static-swap (test)

96.9mean AUC

7

Jul 8, 2026

MIDV-Holo vs. MIDV-DynAttack Static (test)

98.6Mean AUC

7

Jul 8, 2026

MIDV-Holo Photo Rep. (test)

98.4Mean AUC

7

Jul 8, 2026

MIDV-Holo Vanilla (test)

99.3mean AUC

7

Jul 8, 2026