Image Editing on SPPE (test)
73.3DirI (Face)SOER
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SOER2026.06 | 73.3 | 69.18 | 70.83 | 64.65 | 76.87 | 76.6 | 71.47 | 68.9 | 76.68 | 77.47 | 70.76 | 73.82 | 68.74 | 53.16 | 59.09 | 39.11 | 74.07 | 73.56 | 38.88 | 62.92 | 75.79 | 76.47 | 52.68 | 66.58 | 87.51 | 88.55 | 83.67 | 81.49 | 85.74 | 84.83 | 79.67 | 89.34 | 89.29 | 84.76 | 80.52 | 85.31 | 82.91 | 80.91 | 75.68 | 72.39 | 82.03 | 81.38 | 70.41 | 79.76 | 83.68 | 80.38 | 74.36 | 80.16 | 23.1179 | 22.8965 | 21.9579 | 20.617 | 23.3367 | 23.1672 | 20.2984 | 21.6368 | 23.5321 | 23.1814 | 21.2512 | 22.7111 | |
| C²E-S2SER2026.06 | 73.24 | 67.88 | 71.01 | 63.43 | 77.77 | 77.48 | 70.65 | 68.45 | 77.7 | 78.66 | 70.69 | 74.11 | 68.73 | 50.37 | 59.63 | 37.04 | 75.86 | 75.01 | 36.49 | 61.89 | 77.69 | 78.67 | 52.96 | 67.19 | 87.79 | 88.75 | 84.37 | 82.76 | 86.27 | 85.62 | 80.47 | 89.37 | 89.9 | 85.73 | 81.29 | 85.9 | 83.08 | 81.63 | 76.84 | 72.79 | 83.45 | 82.61 | 71.72 | 80.67 | 84.43 | 81.64 | 75.71 | 81.02 | 23.481 | 23.177 | 22.776 | 21.4012 | 24.3843 | 24.0594 | 21.2283 | 22.2339 | 24.075 | 23.9854 | 21.9156 | 23.3774 | |
| EditTransfer2026.06 | 66.55 | 62.87 | 66.39 | 57.67 | 71.55 | 71.5 | 65.56 | 60.38 | 71.66 | 72.72 | 66.43 | 68.17 | 61.42 | 47.17 | 53.82 | 34.86 | 67.71 | 67.13 | 33.97 | 54.17 | 69.32 | 70.5 | 47.81 | 60.27 | 82.75 | 84.34 | 78.53 | 74.57 | 80.81 | 80.09 | 73.14 | 83.94 | 86.05 | 80.26 | 75.94 | 80.49 | 73.14 | 71.01 | 67.17 | 62.57 | 73.24 | 72.7 | 62.6 | 68.98 | 75.65 | 71.56 | 66.54 | 71.16 | 18.8927 | 18.5753 | 18.8239 | 17.3227 | 19.3264 | 19.22 | 17.5987 | 17.8593 | 19.3296 | 19.2983 | 18.1614 | 18.8607 | |
| Cross2026.06 | 64.52 | 61.1 | 66.5 | 59.15 | 69.68 | 70.36 | 69.14 | 60.39 | 68.15 | 72.03 | 66.87 | 67.06 | 58.62 | 45.67 | 54.6 | 37.19 | 64.66 | 64.66 | 38.1 | 50.77 | 64.84 | 69.13 | 48.53 | 58.58 | 82.81 | 83.32 | 79.27 | 75.53 | 80.45 | 80.04 | 77.09 | 85.54 | 85.04 | 80.48 | 76.54 | 80.68 | 67.23 | 66.38 | 65.52 | 61.74 | 67.89 | 67.86 | 61.84 | 67.91 | 67.48 | 66.12 | 62.99 | 66.34 | 18.213 | 18.1453 | 18.9155 | 17.7239 | 19.0447 | 18.9969 | 18.114 | 18.8917 | 18.1704 | 18.926 | 17.962 | 18.4962 | |
| Prompt-Diffusion2026.06 | 61.53 | 58.32 | 59.92 | 55 | 63.16 | 62.95 | 63.84 | 54.94 | 60.92 | 64.34 | 61.73 | 61.81 | 55.48 | 43.28 | 46.9 | 33.29 | 57.69 | 57.02 | 33.34 | 46.8 | 57.74 | 60.45 | 43.53 | 53.06 | 77.23 | 77.87 | 70.38 | 67.87 | 71.34 | 69.84 | 70.01 | 79.08 | 76.45 | 70.24 | 69.13 | 72.92 | 56.09 | 56.41 | 40.08 | 42.38 | 46.68 | 44.01 | 39.15 | 50.15 | 51.06 | 42.48 | 42.09 | 48.13 | 15.5054 | 16.1105 | 13.7255 | 13.973 | 14.592 | 14.2146 | 14.0056 | 14.9272 | 14.638 | 14.4822 | 14.0136 | 14.7139 | |
| VISII2026.06 | 50.36 | 57.89 | 62.93 | 56.23 | 63.05 | 63.18 | 59.69 | 53.91 | 62.08 | 63.04 | 60.29 | 57.96 | 43.4 | 39.97 | 45.44 | 31.97 | 56.21 | 55.55 | 24.89 | 40.88 | 56.68 | 58.17 | 40.2 | 47.53 | 71.57 | 81.54 | 77.46 | 76.71 | 76.33 | 75.32 | 72.68 | 82.53 | 80.72 | 74.82 | 73.5 | 74.45 | 54.7 | 70.78 | 65.92 | 66.91 | 68.46 | 68.4 | 65.31 | 72.08 | 66.72 | 66.63 | 66.49 | 63.12 | 15.4871 | 20.1307 | 20.8438 | 19.8133 | 20.4124 | 20.485 | 19.5409 | 19.8902 | 19.3644 | 20.2288 | 19.6311 | 18.6009 |