Perceptual Similarity Assessment on CLIC
76.97Accuracy (%)Shift-tolerant Perceptual Similarity Metric
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Shift-tolerant Perceptual Similarity MetricBackbone=AlexNet, Trained on image patches=size 64, Setup=author's setup2022.07 | 76.97 | 17 | 14 | 21 | |
| LPIPS(Alex)Backbone=AlexNet, Retrained from scratch=true, Trained on image patches=size 64, Setup=author's setup2022.07 | 76.53 | 59 | 51 | 62 | |
| DISTS2022.07 | 75.63 | 28 | 36 | 50 | |
| PIEAPP2022.07 | 75.44 | 91 | 134 | 158 | |
| E-LPIPS2022.07 | 74.44 | 212 | 251 | 317 | |
| PIM-12022.07 | 73.79 | 13 | 22 | 33 | |
| LPIPS(Alex)Backbone=AlexNet2022.07 | 73.68 | 90 | 108 | 121 | |
| SSIM2022.07 | 60 | 349 | 931 | 1,109 | |
| L22022.07 | 58.16 | 833 | 2,102 | 2,214 |