Perceptual Similarity Consistency on JND (Just Noticeable Differences) Human Perception Study (test)
77.5JND mAPShift-tolerant LPIPS
Evaluation Results
| Method | Links | |
|---|---|---|
| Shift-tolerant LPIPSBackbone=VGG, Patch Size=64, Setup=Author's setup2022.07 | 77.5 | |
| PIM-12022.07 | 77.3 | |
| Shift-tolerant LPIPSBackbone=AlexNet, Patch Size=64, Setup=Author's setup2022.07 | 77.1 | |
| LPIPSBackbone=VGG2022.07 | 77 | |
| LPIPSBackbone=VGG, Retrained from scratch=true, Patch Size=64, Setup=Author's setup2022.07 | 76.9 | |
| DISTS2022.07 | 76.6 | |
| LPIPSBackbone=AlexNet2022.07 | 75.7 | |
| LPIPSBackbone=AlexNet, Retrained from scratch=true, Patch Size=64, Setup=Author's setup2022.07 | 74 | |
| SSIM2022.07 | 72.2 |