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ResearchFormerly WizWand

Person Search on CUHK-SYSU (test)

0.975CMC Top-1PLIP
0.805480.849490.89350.93751Sep 18, 2019Apr 27, 2020Dec 6, 2020Jul 16, 2021Feb 24, 2022Oct 4, 2022May 15, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PLIPBackbone=Swin-B2023.050.9750.966
PLIPBackbone=RN1522023.050.9730.967
PLIPBackbone=RN1012023.050.9720.965
SeqNeXt+GFNBackbone=ConvNeXt Base, Architecture=End-to-end2022.100.970.964
PLIPBackbone=RN502023.050.970.963
SeqNeXtBackbone=ConvNeXt Base, Architecture=End-to-end2022.100.9650.961
PSTRBackbone=PVTv2-B2, Pipeline Category=One-step with end-to-end transformer2022.040.9620.952
PSTRBackbone=PVTv2-B2, Architecture=End-to-end2022.100.9620.952
GLCNetBackbone=RN502023.050.9620.958
MHGAMBackbone=ResNet50, Architecture=End-to-end2022.100.9590.949
NAE+SeqNet+CBGM(ours)Architecture=end-to-end2021.030.9570.948
SeqNet+CBGMBackbone=ResNet50, Architecture=End-to-end2022.100.9570.948
SeqNetBackbone=RN502023.050.9570.948
SOLIDERBackbone=Swin-B2023.050.9550.949
SeqNeXt+GFNBackbone=ResNet50, Architecture=End-to-end2022.100.9530.947
PSTRBackbone=ResNet50-DCN, Pipeline Category=One-step with end-to-end transformer2022.040.9520.942
COAT+CBGMBackbone=ResNet50, Architecture=End-to-end2022.100.9520.948
PSTRBackbone=ResNet50, Architecture=End-to-end2022.100.9520.942
TCTSArchitecture=two-stage2021.030.9510.939
TCTSFramework=two-step2021.030.9510.939
TCTSBackbone=ResNet50, Pipeline Category=Two-step2022.040.9510.939
TCTSBackbone=ResNet50, Architecture=Two-step2022.100.9510.939
OIM+SeqNet+CBGM(ours)Architecture=end-to-end2021.030.950.943
PSTRBackbone=ResNet50, Pipeline Category=One-step with end-to-end transformer2022.040.950.935
PGSFLBackbone=ResNet50-dilated, Pipeline Category=One-step with two-stage detector2022.040.9470.923
PGSFLBackbone=ResNet50, Architecture=End-to-end2022.100.9470.923
COATBackbone=ResNet50, Architecture=End-to-end2022.100.9470.942
SeqNeXtBackbone=ResNet50, Architecture=End-to-end2022.100.9470.941
NAE+SeqNet(ours)Architecture=end-to-end2021.030.9460.938
SeqNetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.9460.938
SeqNetBackbone=ResNet50, Architecture=End-to-end2022.100.9460.938
AlignPS+Framework=one-step2021.030.9450.94
AlignPSBackbone=ResNet50-DCN, Pipeline Category=One-step with anchor-free detector2022.040.9450.94
AlignPSBackbone=ResNet50, Architecture=End-to-end2022.100.9450.94
re-ID driven localization refinement frameworkGallery Size=1002019.090.9420.93
RDLRArchitecture=two-stage2021.030.9420.93
FPN+RDLRFramework=two-step2021.030.9420.93
RDLRBackbone=ResNet50, Pipeline Category=Two-step2022.040.9420.93
DMRNBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.9420.932
RDLRBackbone=ResNet50, Architecture=Two-step2022.100.9420.93
DKDBackbone=ResNet50, Architecture=End-to-end2022.100.9420.931
DMRNBackbone=ResNet50, Architecture=End-to-end2022.100.9420.932
AGWFBackbone=ResNet50, Architecture=End-to-end2022.100.9420.933
OIM+SeqNet(ours)Architecture=end-to-end2021.030.9410.934
AlignPSFramework=one-step2021.030.9340.931
AlignPSBackbone=ResNet50, Pipeline Category=One-step with anchor-free detector2022.040.9340.931
NAE+Architecture=end-to-end2021.030.9290.921
NAE+Framework=one-step2021.030.9290.921
NAE+Backbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.9290.921
NAE+Backbone=ResNet50, Architecture=End-to-end2022.100.9290.921
NAE+Backbone=RN502023.050.9290.921
NAEArchitecture=end-to-end2021.030.9240.915
NAEFramework=one-step2021.030.9240.915
NAEBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.9240.915
PGSFLBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.9180.902
IGPNArchitecture=two-stage2021.030.9140.903
IGPNFramework=two-step2021.030.9140.903
IGPNBackbone=ResNet50, Pipeline Category=Two-step2022.040.9140.903
IGPNBackbone=ResNet50, Architecture=Two-step2022.100.9140.903
HOIMArchitecture=end-to-end2021.030.9080.897
HOIMBackbone=ResNet50, Architecture=End-to-end2022.100.9080.897
BINetArchitecture=end-to-end2021.030.9070.9
BINetFramework=one-step2021.030.9070.9
BINetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.9070.9
BINetBackbone=ResNet50, Architecture=End-to-end2022.100.9070.9
BINetBackbone=RN502023.050.9070.9
APNetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.8930.889
APNetBackbone=ResNet50, Architecture=End-to-end2022.100.8930.889
QEEPSArchitecture=end-to-end2021.030.8910.889
QEEPSFramework=one-step2021.030.8910.889
QEEPSBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.8910.889
QEEPSBackbone=ResNet50, Architecture=End-to-end2022.100.8910.889
QEEPSBackbone=RN502023.050.8910.889
CLSAGallery Size=1002019.090.8850.872
CLSAArchitecture=two-stage2021.030.8850.872
OIM(ours)Architecture=end-to-end2021.030.8850.871
CNN+CLSAFramework=two-step2021.030.8850.872
CLSABackbone=ResNet50, Pipeline Category=Two-step2022.040.8850.872
CLSABackbone=ResNet50, Architecture=Two-step2022.100.8850.872
CTXGraphArchitecture=end-to-end2021.030.8650.841
CTXGFramework=one-step2021.030.8650.841
CTXGBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.8650.841
CTXGBackbone=ResNet50, Architecture=End-to-end2022.100.8650.841
CTXGraphBackbone=RN502023.050.8650.841
MGTSGallery Size=1002019.090.8370.83
MGTSArchitecture=two-stage2021.030.8370.83
CNN+MGTSFramework=two-step2021.030.8370.83
MGTSBackbone=VGG16, Pipeline Category=Two-step2022.040.8370.83
MGTSBackbone=VGG16, Architecture=Two-step2022.100.8370.83
I-NeTGallery Size=1002019.090.8150.795
RCAAGallery Size=1002019.090.8130.793
RCAAArchitecture=end-to-end2021.030.8130.793
RCAAFramework=one-step2021.030.8130.793
RCAABackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.8130.793
RCAABackbone=ResNet50, Architecture=End-to-end2022.100.8130.793
NPSMGallery Size=1002019.090.8120.779
NPSMArchitecture=end-to-end2021.030.8120.779
NPSMFramework=one-step2021.030.8120.779
NPSMBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.040.8120.779
NPSMBackbone=ResNet50, Architecture=End-to-end2022.100.8120.779