Watermark Forgery Detection on TAG Watermarking scheme Bitstream-level
1G-Cos (AUC)G-Cos
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| G-CosTarget Model=SD2.1, Optimization Steps=202026.06 | 1 | — | |
| G-CosTarget Model=SD2.1, Optimization Steps=502026.06 | 1 | — | |
| G-CosTarget Model=SDXL, Optimization Steps=202026.06 | 1 | — | |
| G-CosTarget Model=SDXL, Optimization Steps=502026.06 | 1 | — | |
| G-CosTarget Model=SDXL, Optimization Steps=1002026.06 | 1 | — | |
| G-CosTarget Model=PixArt-Σ, Optimization Steps=202026.06 | 1 | — | |
| G-CosTarget Model=PixArt-Σ, Optimization Steps=502026.06 | 1 | — | |
| G-CosTarget Model=PixArt-Σ, Optimization Steps=1002026.06 | 1 | — | |
| G-CosTarget Model=FLUX.1, Optimization Steps=202026.06 | 1 | — | |
| G-CosTarget Model=FLUX.1, Optimization Steps=502026.06 | 1 | — | |
| G-CosTarget Model=FLUX.1, Optimization Steps=1002026.06 | 1 | — | |
| G-CosTarget Model=SD3, Optimization Steps=202026.06 | 1 | — | |
| G-CosTarget Model=SD3, Optimization Steps=502026.06 | 1 | — | |
| G-CosTarget Model=SD3, Optimization Steps=1002026.06 | 1 | — | |
| G-CosTarget Model=SD2.1, Optimization Steps=1002026.06 | 0.994 | — | |
| L-SPDTarget Model=SD2.1, Optimization Steps=202026.06 | — | 0.997 | |
| L-SPDTarget Model=SD2.1, Optimization Steps=502026.06 | — | 0.989 | |
| L-SPDTarget Model=SD2.1, Optimization Steps=1002026.06 | — | 0.961 | |
| L-SPDTarget Model=SDXL, Optimization Steps=202026.06 | — | 0.994 | |
| L-SPDTarget Model=SDXL, Optimization Steps=502026.06 | — | 0.986 | |
| L-SPDTarget Model=SDXL, Optimization Steps=1002026.06 | — | 0.978 | |
| L-SPDTarget Model=PixArt-Σ, Optimization Steps=202026.06 | — | 0.985 | |
| L-SPDTarget Model=PixArt-Σ, Optimization Steps=502026.06 | — | 0.983 | |
| L-SPDTarget Model=PixArt-Σ, Optimization Steps=1002026.06 | — | 0.976 | |
| L-SPDTarget Model=FLUX.1, Optimization Steps=202026.06 | — | 1 | |
| L-SPDTarget Model=FLUX.1, Optimization Steps=502026.06 | — | 0.999 | |
| L-SPDTarget Model=FLUX.1, Optimization Steps=1002026.06 | — | 0.999 | |
| L-SPDTarget Model=SD3, Optimization Steps=202026.06 | — | 0.987 | |
| L-SPDTarget Model=SD3, Optimization Steps=502026.06 | — | 0.987 | |
| L-SPDTarget Model=SD3, Optimization Steps=1002026.06 | — | 0.987 |