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Papers Benchmarks Datasets Tasks

Liveness Detection research benchmarks · SOTA2 Research

Liveness Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MS-Spoof within

Gaussian Mixture Model (GMM)

7.9HTER

4

Apr 13, 2026

Convolutional Neural Network - LightCNN

3.3HTER

2

Apr 13, 2026

Local Binary Patterns (LBP) + Linear Discriminant Analysis (LDA)

18HTER

2

Apr 13, 2026

0FP

1

Jun 4, 2026

9False Positives (FP)

1

Jun 4, 2026

In-situ device interactions Android iOS (real-world deployment)

—

—Primary metric

0

Jun 4, 2026

Popular datasets

A-Live 3DMAD CSMAD MS-Spoof In-situ device interactions

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