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Biometric Recognition research benchmarks · SOTA2 Research

Biometric Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Heartprint Cross-Session S1 to S2

Attention-Guided Fusion of 1D and 2D CNNs

56.33Accuracy

5

May 19, 2026

Heartprint Cross-Session S1 to S3L

48.71Accuracy

3

May 19, 2026

Heartprint Cross-Session S1 to S3R

53.45Accuracy

3

May 19, 2026

Heartprint Same-Session S2

Attention-Guided Fusion of 1D and 2D CNNs

99.09Accuracy

3

May 19, 2026

Heartprint Same-Session S1

Attention-Guided Fusion of 1D and 2D CNNs

98.54Accuracy

3

May 19, 2026

Heartprint Cross-Session S2 to S3L

Attention-Guided Fusion of 1D and 2D CNNs

42.92Accuracy

2

May 19, 2026

Heartprint Cross-Session S2 to S3R

Attention-Guided Fusion of 1D and 2D CNNs

53.27Accuracy

2

May 19, 2026

Heartprint Cross-Session S2 to S1

Attention-Guided Fusion of 1D and 2D CNNs

51.9Accuracy

2

May 19, 2026

Heartprint Mixed-Session S1+S2

100Accuracy

2

May 19, 2026

Heartprint Same-Session S3L

Attention-Guided Fusion of 1D and 2D CNNs

96.08Accuracy

2

May 19, 2026

Heartprint Same-Session S3R

Attention-Guided Fusion of 1D and 2D CNNs

94.93Accuracy

2

May 19, 2026

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