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Papers Benchmarks Datasets Tasks

Image Forgery Localization research benchmarks – Page 2 · SOTA2 Research

Image Forgery Localization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.4F1 Score

12

Feb 26, 2026

99AUC

6

Mar 16, 2026

HiFi-IFDL (Overall)

95.3AUC

6

Feb 26, 2026

HiFi-IFDL Image Edit.

93AUC

6

Feb 26, 2026

HiFi-IFDL CNN-syn

98.4AUC

6

Feb 26, 2026

CoMoFoD unseen domain

83.8AUC

5

Jun 23, 2026

CASIA unseen domain v1

81.3AUC

5

Jun 23, 2026

CASIA v2 (seen domain)

83.8AUC

5

Jun 23, 2026

87.7Pixel-level AUC

5

Feb 26, 2026

0.928Pixel AUC

5

Feb 26, 2026

88.5AUC

4

Feb 26, 2026

DFFD Partially-manipulated

0.323IINC

2

Feb 26, 2026

DFFD Fully-synthesized

Attention Xception

0.077IINC

2

Feb 26, 2026

DFFD Real images

Attention Xception

0.015IINC

2

Feb 26, 2026

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