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Papers Benchmarks Datasets Tasks

Steganalysis research benchmarks · SOTA2 Research

Steganalysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

YFCC100M Canon PowerShot SX30 IS target, QF 93

24Regret

7

May 22, 2026

YFCC100M NIKON D40 target, QF 90

Multiclassifier source

0Regret

7

May 22, 2026

YFCC100M SONY SLT A37 target, QF 90

7Regret

7

May 22, 2026

ALASKA2 QF90 256x256 (UERD) 0.2 bpc

73.35Accuracy

4

Jun 11, 2026

ALASKA2 QF90 256x256 J-UNIWARD 0.4 bpc

86.29Accuracy

4

Jun 11, 2026

ALASKA2 QF90 256x256 J-UNIWARD 0.2 bpc

76.31Accuracy

4

Jun 11, 2026

ALASKA2 QF90 256x256 nsF5 (0.2 bpc)

68.59Accuracy

4

Jun 11, 2026

ALASKA2 QF90 (512x512)

90.7nsF5 Performance (0.4 bpc)

3

Jun 11, 2026

Cityscapes (test)

Standard SemCom

1Trainable Attacker Score

2

May 6, 2026

Proposed ICA-based steganalysis method

74.96Accuracy

2

Mar 13, 2026

Proposed ICA-based steganalysis method

82.58Accuracy (%)

1

Mar 13, 2026

Proposed ICA-based steganalysis method

84.62Accuracy

1

Mar 13, 2026

Proposed ICA-based steganalysis method

80.31Accuracy

1

Mar 13, 2026

99.64Accuracy

1

Mar 13, 2026

COCO Baluja (test)

80.06Accuracy

1

Mar 13, 2026

COCO DeepMIH (test)

99.92Accuracy

1

Mar 13, 2026

COCO PRIS (test)

99.96Accuracy

1

Mar 13, 2026

COCO HiNet (test)

99.02Accuracy

1

Mar 13, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

COCO ALASKA2 YFCC100m Cityscapes C4

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