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ResearchFormerly WizWand

Person Re-identification on Market-1501 Single Query 1.0

89.9Rank-1 AccGLAD
35.09249.32163.5577.779Oct 17, 2016Dec 11, 2016Feb 4, 2017Mar 31, 2017May 25, 2017Jul 19, 2017Sep 13, 2017
Updated 8mo ago

Evaluation results

MethodLinks
GLADQuery Mode=single query2017.0989.973.9
Verif-Identif. + LSROLabel Smoothing Regularization for Outliers=true2017.0183.9766.07
DeepTransfer2017.0183.765.5
BaselineQuery Mode=single query2017.0980.760.3
Verif.-Identif.2017.0179.5159.87
DLCNNQuery Mode=single query2017.0979.559.9
PIEQuery Mode=single query2017.0979.356
Basel. + LSROBackbone=ResNet-50, Label Smoothing Regularization for Outliers=true2017.0178.0656.23
SOMAnet2017.0173.8747.89
Basel.Backbone=ResNet-502017.0173.6951.48
Gated SiameseQuery Mode=single query2017.0965.939.6
Gate Reid2017.0165.8839.55
Gated S-CNNSetting=Single-query2016.1065.8839.55
LSTM SiameseQuery Mode=single query2017.0961.635.3
DNSSetting=Single-query2016.1061.0235.68
Null SpaceQuery Mode=single query2017.096135.7
DNS2017.0155.4329.87
SL2017.0151.926.35
SCSPQuery Mode=single query2017.0951.926.4
SCSPSetting=Single-query2016.1051.926.35
DLDPSetting=Single-query2016.1051.4626.23
End-to-end CANSetting=Single-query2016.1048.2424.43
FisherNet2017.0148.1529.94
TMA LOMOSetting=Single-query2016.1047.9222.31
MR CNN2017.0145.5826.11
Multiregion Bilinear DMLSetting=Single-query2016.1045.5826.11
WARCAQuery Mode=single query2017.0945.2—
WARCA-LSetting=Single-query2016.1045.16—
MST-CNNSetting=Single-query2016.1045.1—
BoW+kissme2017.0144.4220.76
BoW+KissmeQuery Mode=single query2017.0944.420.8
LOMO+XQDAQuery Mode=single query2017.0943.822.2
PersonNetQuery Mode=single query2017.0937.226.4