Similarity Metric Evaluation on BAPPS original (val)
70.042AFCLPIPS (Alex) Retrained
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LPIPS (Alex) RetrainedTraining Strategy=Retrained from scratch, Patch size=64, setup=author's (†), Resolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 70.04 | 9.25 | 9.34 | 11.55 | |
| LPIPS (Alex)Resolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 69.83 | 6.79 | 8.9 | 9.7 | |
| LPIPS (Alex) oursTraining Strategy=Shift-tolerant, Patch size=64, setup=author's (†), Resolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 69.83 | 3.48 | 4.75 | 6.84 | |
| PIM-5Resolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 69.47 | 2.28 | 3.56 | 5.19 | |
| PIM-1Resolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 69.45 | 1.63 | 3.06 | 4.39 | |
| E-LPIPSResolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 69.23 | 8.72 | 10.67 | 12.34 | |
| DISTSResolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 68.89 | 5.57 | 8.2 | 10.07 | |
| GTI-CNNResolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 63.74 | 9.37 | 12.32 | 16.25 | |
| SSIMResolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 63.08 | 13.08 | 25.5 | 32.74 | |
| L2Resolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 62.91 | 12.27 | 23.07 | 28.83 | |
| CW-SSIMResolution=64x64 (2AFC), 64x61 (r_rf)2022.07 | 60.55 | 11.33 | 18.28 | 23.22 |