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ResearchFormerly WizWand

Sketch-based image retrieval on Flickr15k (test)

68.9mAPEdgeMAC+Diffusion
9.93225.24140.5555.859Sep 11, 2017
Updated 8mo ago

Evaluation results

MethodLinks
EdgeMAC+DiffusionMethod Category=CNN-based, Dim=n/a, Query expansion / Re-ranking=true2017.0968.9
AFM+QEMethod Category=Hand-crafted, Dim=755, Query expansion / Re-ranking=true2017.0957.9
EdgeMACMethod Category=CNN-based, Dim=512, Query expansion / Re-ranking=false2017.0946.1
Triplet no-share networkMethod Category=CNN-based, Dim=128, Query expansion / Re-ranking=false2017.0936.2
Sketchy networkMethod Category=CNN-based, Dim=1024, Query expansion / Re-ranking=false2017.0934
Sketch-a-Net+EdgeBox+GraphQEMethod Category=CNN-based, Dim=n/a, Query expansion / Re-ranking=true2017.0932.3
Quadruplet networkMethod Category=CNN-based, Dim=1024, Query expansion / Re-ranking=false2017.0932.2
AFMMethod Category=Hand-crafted, Dim=243, Query expansion / Re-ranking=false2017.0930.4
Shoes networkMethod Category=CNN-based, Dim=256, Query expansion / Re-ranking=false2017.0929.9
Chairs networkMethod Category=CNN-based, Dim=256, Query expansion / Re-ranking=false2017.0929.8
Sketch-a-Net+EdgeBoxMethod Category=CNN-based, Dim=5120, Query expansion / Re-ranking=false2017.0927
LKSMethod Category=Hand-crafted, Dim=1350, Query expansion / Re-ranking=false2017.0924.5
PerceptualEdgeMethod Category=Hand-crafted, Dim=3780, Query expansion / Re-ranking=false2017.0918.4
GF-HOG extendedMethod Category=Hand-crafted, Dim=n/a, Query expansion / Re-ranking=false2017.0918.2
HLR+S+C+RMethod Category=Hand-crafted, Dim=n/a, Query expansion / Re-ranking=false2017.0917.1
S-HELOMethod Category=Hand-crafted, Dim=1296, Query expansion / Re-ranking=false2017.0912.4
GF-HOGMethod Category=Hand-crafted, Dim=n/a, Query expansion / Re-ranking=false2017.0912.2