Watermark Forgery Detection on GS 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=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=502026.06 | 0.998 | — | |
| G-CosTarget Model=SD2.1, Optimization Steps=1002026.06 | 0.99 | — | |
| L-SPDTarget Model=SD2.1, Optimization Steps=202026.06 | — | 0.998 | |
| L-SPDTarget Model=SD2.1, Optimization Steps=502026.06 | — | 0.992 | |
| L-SPDTarget Model=SD2.1, Optimization Steps=1002026.06 | — | 0.97 | |
| L-SPDTarget Model=SDXL, Optimization Steps=202026.06 | — | 0.997 | |
| L-SPDTarget Model=SDXL, Optimization Steps=502026.06 | — | 0.995 | |
| L-SPDTarget Model=SDXL, Optimization Steps=1002026.06 | — | 0.992 | |
| L-SPDTarget Model=PixArt-Σ, Optimization Steps=202026.06 | — | 0.957 | |
| L-SPDTarget Model=PixArt-Σ, Optimization Steps=502026.06 | — | 0.954 | |
| L-SPDTarget Model=PixArt-Σ, Optimization Steps=1002026.06 | — | 0.95 | |
| 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 | — | 0.993 | |
| L-SPDTarget Model=SD3, Optimization Steps=502026.06 | — | 0.993 | |
| L-SPDTarget Model=SD3, Optimization Steps=1002026.06 | — | 0.993 |