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Papers Benchmarks Datasets Tasks

Watermark Forgery Detection research benchmarks · SOTA2 Research

Watermark Forgery Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Stable-Diffusion-Prompts 1,000 samples (test)

Geometric Distortion Detection (Proposed)

1G-Cos

60

Jun 30, 2026

100Detection Rate

22

May 12, 2026

TAG Watermarking scheme Bitstream-level

1G-Cos (AUC)

15

Jun 30, 2026

GS Watermarking scheme Bitstream-level

1G-Cos (AUC)

15

Jun 30, 2026

HSQR Watermarking scheme Frequency-domain

1G-Cos AUC

15

Jun 30, 2026

HSTR Watermarking scheme Frequency-domain

1G-Cos (AUC)

15

Jun 30, 2026

RID Watermarking scheme Frequency-domain

1G-Cos AUC

15

Jun 30, 2026

TR Watermarking scheme Frequency-domain

1G-Cos (AUC)

15

Jun 30, 2026

Cat Attack Generated Images

0.982ROC-AUC

5

May 20, 2026

Private Model-Based Forgery Attack

0.708ROC-AUC

4

May 20, 2026

Watermark Forgery Optimization-based (test)

97.7G-Cos (AUC)

2

Jun 30, 2026

Popular datasets

MS-COCO stable-diffusion-prompts Private Model-Based Forgery Attack Cat Attack TR Watermarking scheme

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