List your company
ResearchFormerly WizWand

Watermark Forgery Detection on HSQR Watermarking scheme Frequency-domain

1G-Cos AUCG-Cos
0.966720.975360.9840.99264Jun 29, 2026
Updated 4mo ago

Evaluation results

MethodLinks
G-CosTarget Model=SD2.1, Optimization Steps=202026.061—
G-CosTarget Model=SDXL, Optimization Steps=202026.061—
G-CosTarget Model=SDXL, Optimization Steps=502026.061—
G-CosTarget Model=SDXL, Optimization Steps=1002026.061—
G-CosTarget Model=PixArt-Σ, Optimization Steps=202026.061—
G-CosTarget Model=PixArt-Σ, Optimization Steps=502026.061—
G-CosTarget Model=PixArt-Σ, Optimization Steps=1002026.061—
G-CosTarget Model=FLUX.1, Optimization Steps=202026.061—
G-CosTarget Model=FLUX.1, Optimization Steps=502026.061—
G-CosTarget Model=FLUX.1, Optimization Steps=1002026.061—
G-CosTarget Model=SD3, Optimization Steps=202026.061—
G-CosTarget Model=SD3, Optimization Steps=502026.061—
G-CosTarget Model=SD3, Optimization Steps=1002026.061—
G-CosTarget Model=SD2.1, Optimization Steps=502026.060.996—
G-CosTarget Model=SD2.1, Optimization Steps=1002026.060.968—
L-SPDTarget Model=SD2.1, Optimization Steps=202026.06—0.979
L-SPDTarget Model=SD2.1, Optimization Steps=502026.06—0.953
L-SPDTarget Model=SD2.1, Optimization Steps=1002026.06—0.911
L-SPDTarget Model=SDXL, Optimization Steps=202026.06—1
L-SPDTarget Model=SDXL, Optimization Steps=502026.06—0.999
L-SPDTarget Model=SDXL, Optimization Steps=1002026.06—0.998
L-SPDTarget Model=PixArt-Σ, Optimization Steps=202026.06—1
L-SPDTarget Model=PixArt-Σ, Optimization Steps=502026.06—1
L-SPDTarget Model=PixArt-Σ, Optimization Steps=1002026.06—1
L-SPDTarget Model=FLUX.1, Optimization Steps=202026.06—1
L-SPDTarget Model=FLUX.1, Optimization Steps=502026.06—1
L-SPDTarget Model=FLUX.1, Optimization Steps=1002026.06—1
L-SPDTarget Model=SD3, Optimization Steps=202026.06—0.995
L-SPDTarget Model=SD3, Optimization Steps=502026.06—0.995
L-SPDTarget Model=SD3, Optimization Steps=1002026.06—0.994