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ResearchFormerly WizWand

Image Retrieval on Oxford5k original (test)

96.2mAPProposed diffusion w/ late fusion
78.83283.34187.8592.359Nov 27, 2018
Updated 8mo ago

Evaluation results

MethodLinks
Proposed diffusion w/ late fusionFeature=R-MAC (ResNet), Global=true, Regional=true2018.1196.2
Proposed diffusionFeature=R-MAC (ResNet), Global=false, Regional=true2018.1195.9
Iscen's diffusionFeature=R-MAC (ResNet), Global=true, Regional=true2018.1195.8
Proposed diffusion w/ late fusionFeature=R-MAC (VGG), Global=true, Regional=true2018.1193.5
Iscen's diffusionFeature=R-MAC (VGG), Global=true, Regional=true2018.1193.2
Proposed diffusionFeature=R-MAC (ResNet), Global=true, Regional=false2018.1192.6
Proposed diffusionFeature=R-MAC (VGG), Global=false, Regional=true2018.1191.8
R-match + AQEFeature=R-MAC (ResNet), Global=false, Regional=true2018.1191
Proposed diffusionFeature=R-MAC (VGG), Global=true, Regional=false2018.1189.7
k-NN + AQEFeature=R-MAC (ResNet), Global=true, Regional=false2018.1189.6
R-matchFeature=R-MAC (ResNet), Global=false, Regional=true2018.1188.1
Iscen's diffusionFeature=R-MAC (ResNet), Global=true, Regional=false2018.1187.1
Iscen's diffusionFeature=R-MAC (VGG), Global=true, Regional=false2018.1185.7
k-NN + AQEFeature=R-MAC (VGG), Global=true, Regional=false2018.1185.4
k-NN searchFeature=R-MAC (ResNet), Global=true, Regional=false2018.1183.9
R-match + AQEFeature=R-MAC (VGG), Global=false, Regional=true2018.1183.6
R-matchFeature=R-MAC (VGG), Global=false, Regional=true2018.1181.5
k-NN searchFeature=R-MAC (VGG), Global=true, Regional=false2018.1179.5