Watermark Removal on ImageNet (test)
43.99PSNRRD-IWAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RD-IWANWatermarking method=LSB [6]2026.04 | 43.99 | 31.42 | |
| FMDiffWAWatermarking method=LSB [6]2026.04 | 43.82 | 33.27 | |
| FMDiffWAWatermarking method=HiDDeN_MP [12]2026.04 | 41.53 | 45.62 | |
| RD-IWANWatermarking method=HiDDeN_MP [12]2026.04 | 40.67 | 28.95 | |
| FMDiffWAWatermarking method=QPHFMs [10]2026.04 | 40.45 | 22.64 | |
| FMDiffWAWatermarking method=DCT [3]2026.04 | 40.16 | 34.15 | |
| RD-IWANWatermarking method=QPHFMs [10]2026.04 | 39.57 | 9.63 | |
| RD-IWANWatermarking method=DCT [3]2026.04 | 36.24 | 30.59 | |
| Speckle noise (0.005)Watermarking method=QPHFMs [10]2026.04 | 34.4 | 1.95 | |
| HIWANetWatermarking method=LSB [6]2026.04 | 31.32 | 32.81 | |
| HIWANetWatermarking method=DCT [3]2026.04 | 30.48 | 29.47 | |
| HIWANetWatermarking method=QPHFMs [10]2026.04 | 30.04 | 19.22 | |
| DiffWAWatermarking method=HiDDeN_MP [12]2026.04 | 29.89 | 44.27 | |
| HIWANetWatermarking method=HiDDeN_MP [12]2026.04 | 29.77 | 29.34 | |
| Speckle noise (0.005)Watermarking method=HiDDeN_MP [12]2026.04 | 29.63 | 5.23 | |
| JPEG compression 30Watermarking method=LSB [6]2026.04 | 29.58 | 32.16 | |
| JPEG compression 30Watermarking method=HiDDeN_MP [12]2026.04 | 29.58 | 30.14 | |
| JPEG compression 30Watermarking method=DCT [3]2026.04 | 29.52 | 28.44 | |
| JPEG compression 30Watermarking method=QPHFMs [10]2026.04 | 29.52 | 23.83 | |
| DiffWAWatermarking method=LSB [6]2026.04 | 29.46 | 31.58 | |
| Average filter (3×3)Watermarking method=HiDDeN_MP [12]2026.04 | 29.22 | 21.53 | |
| DiffWAWatermarking method=QPHFMs [10]2026.04 | 28.86 | 14.52 | |
| DiffWAWatermarking method=DCT [3]2026.04 | 28.76 | 17.93 | |
| Speckle noise (0.005)Watermarking method=DCT [3]2026.04 | 28.73 | 13.78 | |
| Speckle noise (0.005)Watermarking method=LSB [6]2026.04 | 28.72 | 30.96 | |
| Gaussian noise (0.002)Watermarking method=QPHFMs [10]2026.04 | 28.24 | 4.69 | |
| Average filter (3×3)Watermarking method=QPHFMs [10]2026.04 | 28.09 | 23.83 | |
| Salt & pepper noise (0.005)Watermarking method=DCT [3]2026.04 | 27.96 | 15.25 | |
| Salt & pepper noise (0.005)Watermarking method=LSB [6]2026.04 | 27.88 | 33.2 | |
| Salt & pepper noise (0.005)Watermarking method=HiDDeN_MP [12]2026.04 | 27.78 | 7.38 | |
| Gaussian noise (0.002)Watermarking method=DCT [3]2026.04 | 27.29 | 19.79 | |
| Gaussian noise (0.002)Watermarking method=LSB [6]2026.04 | 27.28 | 31.74 | |
| Salt & pepper noise (0.005)Watermarking method=QPHFMs [10]2026.04 | 27.04 | 7.03 | |
| Gaussian noise (0.002)Watermarking method=HiDDeN_MP [12]2026.04 | 26.35 | 6.74 | |
| Average filter (3×3)Watermarking method=LSB [6]2026.04 | 25.96 | 26.36 | |
| Average filter (3×3)Watermarking method=DCT [3]2026.04 | 25.96 | 27.29 |