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ResearchFormerly WizWand

Perceptual Similarity Consistency on JND (Just Noticeable Differences) Human Perception Study (test)

77.5JND mAPShift-tolerant LPIPS
71.98873.41974.8576.281Jul 27, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Shift-tolerant LPIPSBackbone=VGG, Patch Size=64, Setup=Author's setup2022.0777.5
PIM-12022.0777.3
Shift-tolerant LPIPSBackbone=AlexNet, Patch Size=64, Setup=Author's setup2022.0777.1
LPIPSBackbone=VGG2022.0777
LPIPSBackbone=VGG, Retrained from scratch=true, Patch Size=64, Setup=Author's setup2022.0776.9
DISTS2022.0776.6
LPIPSBackbone=AlexNet2022.0775.7
LPIPSBackbone=AlexNet, Retrained from scratch=true, Patch Size=64, Setup=Author's setup2022.0774
SSIM2022.0772.2