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Minutiae Extraction on FVC DB1-A 2002 (test)

92F1-scoreLEADER
24.441.9559.577.05Feb 17, 2026

Evaluation results

MethodLinks
LEADERevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0292—————
LEADERevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0291—————
LEADERevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0290—————
FingerNetevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0287—————
FingerNetevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0286—————
FDxevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0286—————
VeriFingerevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0286—————
FDxevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0285—————
VeriFingerevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0285—————
LEADERevaluation_regime=Type-aware, distance_threshold=16 px, angle_threshold=π/6 rad2026.0285—————
LatentAFISevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0284—————
MINDTCTevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0284—————
LEADERevaluation_regime=Type-aware, distance_threshold=12 px, angle_threshold=π/8 rad2026.0284—————
FingerNetevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0283—————
LatentAFISevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0283—————
FingerJetevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0283—————
LEADERevaluation_regime=Type-aware, distance_threshold=8 px, angle_threshold=π/10 rad2026.0283—————
MINDTCTevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0282—————
LatentAFISevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0281—————
FDxevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0281—————
FingerJetevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0280—————
VeriFingerevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0280—————
MINDTCTevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0278—————
SourceAFISevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0278—————
SourceAFISevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0276—————
FingerJetevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0275—————
FDxevaluation_regime=Type-aware, distance_threshold=16 px, angle_threshold=π/6 rad2026.0273—————
SourceAFISevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0272—————
MINDTCTevaluation_regime=Type-aware, distance_threshold=16 px, angle_threshold=π/6 rad2026.0272—————
FDxevaluation_regime=Type-aware, distance_threshold=12 px, angle_threshold=π/8 rad2026.0271—————
VeriFingerevaluation_regime=Type-aware, distance_threshold=16 px, angle_threshold=π/6 rad2026.0271—————
VeriFingerevaluation_regime=Type-aware, distance_threshold=12 px, angle_threshold=π/8 rad2026.0270—————
MINDTCTevaluation_regime=Type-aware, distance_threshold=12 px, angle_threshold=π/8 rad2026.0270—————
FDxevaluation_regime=Type-aware, distance_threshold=8 px, angle_threshold=π/10 rad2026.0269—————
VeriFingerevaluation_regime=Type-aware, distance_threshold=8 px, angle_threshold=π/10 rad2026.0267—————
MINDTCTevaluation_regime=Type-aware, distance_threshold=8 px, angle_threshold=π/10 rad2026.0266—————
FingerJetevaluation_regime=Type-aware, distance_threshold=16 px, angle_threshold=π/6 rad2026.0264—————
FingerJetevaluation_regime=Type-aware, distance_threshold=12 px, angle_threshold=π/8 rad2026.0262—————
SourceAFISevaluation_regime=Type-aware, distance_threshold=16 px, angle_threshold=π/6 rad2026.0262—————
SourceAFISevaluation_regime=Type-aware, distance_threshold=12 px, angle_threshold=π/8 rad2026.0260—————
FingerJetevaluation_regime=Type-aware, distance_threshold=8 px, angle_threshold=π/10 rad2026.0258—————
SourceAFISevaluation_regime=Type-aware, distance_threshold=8 px, angle_threshold=π/10 rad2026.0258—————
FingerFlowevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0253—————
FingerFlowevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0249—————
MinutiaeNetevaluation_regime=Type-agnostic, distance_threshold=16 px, angle_threshold=π/6 rad2026.0247—————
MinutiaeNetevaluation_regime=Type-agnostic, distance_threshold=12 px, angle_threshold=π/8 rad2026.0243—————
FingerFlowevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0243—————
MinutiaeNetevaluation_regime=Type-agnostic, distance_threshold=8 px, angle_threshold=π/10 rad2026.0238—————
FingerFlowevaluation_regime=Type-aware, distance_threshold=16 px, angle_threshold=π/6 rad2026.0234—————
FingerFlowevaluation_regime=Type-aware, distance_threshold=12 px, angle_threshold=π/8 rad2026.0231—————
FingerFlowevaluation_regime=Type-aware, distance_threshold=8 px, angle_threshold=π/10 rad2026.0227—————
FDxThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—4.041.8584322
FingerFlowThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—9.160.4600100
FingerJetThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—5.81.7311062
FingerNetThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—3.481.9135619
LatentAFISThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—4.981.9932743
LEADERThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—1.430.8371960
MINDTCTThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—5.061.8942547
MinutiaeNetThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—9.790.4100100
SourceAFISThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—7.131.290286
VeriFingerThreshold Level=16 px, π/6 rad, Regime=type-agnostic2026.02—3.741.4854612