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Papers Benchmarks Datasets Tasks

Face Anti-Spoofing research benchmarks – Page 4 · SOTA2 Research

Face Anti-Spoofing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CelebA-Spoof Unseen 3D attack

0.893AUC

6

Feb 26, 2026

100AUC (Video)

6

Feb 26, 2026

CASIA-FA (train)

38.6HTER (%)

6

Feb 26, 2026

HKBU-MARs V1+ (test)

3.48HTER

5

Mar 4, 2026

CASIA-SURF-3DMask (test)

2.09HTER

5

Mar 4, 2026

Rose-Youtu Protocol 2 (test)

3.61HTER (%)

5

Mar 4, 2026

11 Target Datasets (Average: MSU-MFSD, CASIA-MFSD, Replay-Attack, OULU-NPU, SIW, Rose-Youtu, HKBU-MARs-V1+, WMCA, SIW-M-V2, CASIA-SURF-3DMask, HiFiMask) (test)

7.54HTER

5

Mar 4, 2026

3.61HTER

5

Mar 4, 2026

CASIA-MFSD OMI -> C Leave-one-out (test)

17.46HTER

5

Feb 26, 2026

MSU-MFSD OCI -> M Leave-one-out (test)

0.12HTER

5

Feb 26, 2026

SiW Protocol 1 (test)

0.12ACER

5

Feb 26, 2026

SiW-M (Average)

10.8APCER

5

Feb 26, 2026

SiW-M Partial Paper

0APCER

5

Feb 26, 2026

SiW-M Paper Glasses Partial

14.3APCER

5

Feb 26, 2026

SiW-M Funny Eye Partial

17APCER

5

Feb 26, 2026

SiW-M Cosmetic Makeup

11.3APCER

5

Feb 26, 2026

SiW-M Impersonation Makeup

0APCER

5

Feb 26, 2026

SiW-M Obfuscation Makeup

39.1APCER

5

Feb 26, 2026

SiW-M Mannequin Mask

3.8APCER

5

Feb 26, 2026

SiW-M Paper Mask

0APCER

5

Feb 26, 2026

SiW-M Transparent Mask

0.182APCER

5

Feb 26, 2026

SiW-M Silicone Mask

7.4APCER

5

Feb 26, 2026

SiW-M Half Mask

0.7APCER

5

Feb 26, 2026

0APCER

5

Feb 26, 2026

1APCER

5

Feb 26, 2026

Page 4 of 5

Popular datasets

SiW-M SiW OULU-NPU CASIA-MFSD MSU-MFSD

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