Person Search on CUHK-SYSU (test)
0.975CMC Top-1PLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PLIPBackbone=Swin-B2023.05 | 0.975 | 0.966 | |
| PLIPBackbone=RN1522023.05 | 0.973 | 0.967 | |
| PLIPBackbone=RN1012023.05 | 0.972 | 0.965 | |
| SeqNeXt+GFNBackbone=ConvNeXt Base, Architecture=End-to-end2022.10 | 0.97 | 0.964 | |
| PLIPBackbone=RN502023.05 | 0.97 | 0.963 | |
| SeqNeXtBackbone=ConvNeXt Base, Architecture=End-to-end2022.10 | 0.965 | 0.961 | |
| PSTRBackbone=PVTv2-B2, Pipeline Category=One-step with end-to-end transformer2022.04 | 0.962 | 0.952 | |
| PSTRBackbone=PVTv2-B2, Architecture=End-to-end2022.10 | 0.962 | 0.952 | |
| GLCNetBackbone=RN502023.05 | 0.962 | 0.958 | |
| MHGAMBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.959 | 0.949 | |
| NAE+SeqNet+CBGM(ours)Architecture=end-to-end2021.03 | 0.957 | 0.948 | |
| SeqNet+CBGMBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.957 | 0.948 | |
| SeqNetBackbone=RN502023.05 | 0.957 | 0.948 | |
| SOLIDERBackbone=Swin-B2023.05 | 0.955 | 0.949 | |
| SeqNeXt+GFNBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.953 | 0.947 | |
| PSTRBackbone=ResNet50-DCN, Pipeline Category=One-step with end-to-end transformer2022.04 | 0.952 | 0.942 | |
| COAT+CBGMBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.952 | 0.948 | |
| PSTRBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.952 | 0.942 | |
| TCTSArchitecture=two-stage2021.03 | 0.951 | 0.939 | |
| TCTSFramework=two-step2021.03 | 0.951 | 0.939 | |
| TCTSBackbone=ResNet50, Pipeline Category=Two-step2022.04 | 0.951 | 0.939 | |
| TCTSBackbone=ResNet50, Architecture=Two-step2022.10 | 0.951 | 0.939 | |
| OIM+SeqNet+CBGM(ours)Architecture=end-to-end2021.03 | 0.95 | 0.943 | |
| PSTRBackbone=ResNet50, Pipeline Category=One-step with end-to-end transformer2022.04 | 0.95 | 0.935 | |
| PGSFLBackbone=ResNet50-dilated, Pipeline Category=One-step with two-stage detector2022.04 | 0.947 | 0.923 | |
| PGSFLBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.947 | 0.923 | |
| COATBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.947 | 0.942 | |
| SeqNeXtBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.947 | 0.941 | |
| NAE+SeqNet(ours)Architecture=end-to-end2021.03 | 0.946 | 0.938 | |
| SeqNetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.946 | 0.938 | |
| SeqNetBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.946 | 0.938 | |
| AlignPS+Framework=one-step2021.03 | 0.945 | 0.94 | |
| AlignPSBackbone=ResNet50-DCN, Pipeline Category=One-step with anchor-free detector2022.04 | 0.945 | 0.94 | |
| AlignPSBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.945 | 0.94 | |
| re-ID driven localization refinement frameworkGallery Size=1002019.09 | 0.942 | 0.93 | |
| RDLRArchitecture=two-stage2021.03 | 0.942 | 0.93 | |
| FPN+RDLRFramework=two-step2021.03 | 0.942 | 0.93 | |
| RDLRBackbone=ResNet50, Pipeline Category=Two-step2022.04 | 0.942 | 0.93 | |
| DMRNBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.942 | 0.932 | |
| RDLRBackbone=ResNet50, Architecture=Two-step2022.10 | 0.942 | 0.93 | |
| DKDBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.942 | 0.931 | |
| DMRNBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.942 | 0.932 | |
| AGWFBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.942 | 0.933 | |
| OIM+SeqNet(ours)Architecture=end-to-end2021.03 | 0.941 | 0.934 | |
| AlignPSFramework=one-step2021.03 | 0.934 | 0.931 | |
| AlignPSBackbone=ResNet50, Pipeline Category=One-step with anchor-free detector2022.04 | 0.934 | 0.931 | |
| NAE+Architecture=end-to-end2021.03 | 0.929 | 0.921 | |
| NAE+Framework=one-step2021.03 | 0.929 | 0.921 | |
| NAE+Backbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.929 | 0.921 | |
| NAE+Backbone=ResNet50, Architecture=End-to-end2022.10 | 0.929 | 0.921 | |
| NAE+Backbone=RN502023.05 | 0.929 | 0.921 | |
| NAEArchitecture=end-to-end2021.03 | 0.924 | 0.915 | |
| NAEFramework=one-step2021.03 | 0.924 | 0.915 | |
| NAEBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.924 | 0.915 | |
| PGSFLBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.918 | 0.902 | |
| IGPNArchitecture=two-stage2021.03 | 0.914 | 0.903 | |
| IGPNFramework=two-step2021.03 | 0.914 | 0.903 | |
| IGPNBackbone=ResNet50, Pipeline Category=Two-step2022.04 | 0.914 | 0.903 | |
| IGPNBackbone=ResNet50, Architecture=Two-step2022.10 | 0.914 | 0.903 | |
| HOIMArchitecture=end-to-end2021.03 | 0.908 | 0.897 | |
| HOIMBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.908 | 0.897 | |
| BINetArchitecture=end-to-end2021.03 | 0.907 | 0.9 | |
| BINetFramework=one-step2021.03 | 0.907 | 0.9 | |
| BINetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.907 | 0.9 | |
| BINetBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.907 | 0.9 | |
| BINetBackbone=RN502023.05 | 0.907 | 0.9 | |
| APNetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.893 | 0.889 | |
| APNetBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.893 | 0.889 | |
| QEEPSArchitecture=end-to-end2021.03 | 0.891 | 0.889 | |
| QEEPSFramework=one-step2021.03 | 0.891 | 0.889 | |
| QEEPSBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.891 | 0.889 | |
| QEEPSBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.891 | 0.889 | |
| QEEPSBackbone=RN502023.05 | 0.891 | 0.889 | |
| CLSAGallery Size=1002019.09 | 0.885 | 0.872 | |
| CLSAArchitecture=two-stage2021.03 | 0.885 | 0.872 | |
| OIM(ours)Architecture=end-to-end2021.03 | 0.885 | 0.871 | |
| CNN+CLSAFramework=two-step2021.03 | 0.885 | 0.872 | |
| CLSABackbone=ResNet50, Pipeline Category=Two-step2022.04 | 0.885 | 0.872 | |
| CLSABackbone=ResNet50, Architecture=Two-step2022.10 | 0.885 | 0.872 | |
| CTXGraphArchitecture=end-to-end2021.03 | 0.865 | 0.841 | |
| CTXGFramework=one-step2021.03 | 0.865 | 0.841 | |
| CTXGBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.865 | 0.841 | |
| CTXGBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.865 | 0.841 | |
| CTXGraphBackbone=RN502023.05 | 0.865 | 0.841 | |
| MGTSGallery Size=1002019.09 | 0.837 | 0.83 | |
| MGTSArchitecture=two-stage2021.03 | 0.837 | 0.83 | |
| CNN+MGTSFramework=two-step2021.03 | 0.837 | 0.83 | |
| MGTSBackbone=VGG16, Pipeline Category=Two-step2022.04 | 0.837 | 0.83 | |
| MGTSBackbone=VGG16, Architecture=Two-step2022.10 | 0.837 | 0.83 | |
| I-NeTGallery Size=1002019.09 | 0.815 | 0.795 | |
| RCAAGallery Size=1002019.09 | 0.813 | 0.793 | |
| RCAAArchitecture=end-to-end2021.03 | 0.813 | 0.793 | |
| RCAAFramework=one-step2021.03 | 0.813 | 0.793 | |
| RCAABackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.813 | 0.793 | |
| RCAABackbone=ResNet50, Architecture=End-to-end2022.10 | 0.813 | 0.793 | |
| NPSMGallery Size=1002019.09 | 0.812 | 0.779 | |
| NPSMArchitecture=end-to-end2021.03 | 0.812 | 0.779 | |
| NPSMFramework=one-step2021.03 | 0.812 | 0.779 | |
| NPSMBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 0.812 | 0.779 | |
| NPSMBackbone=ResNet50, Architecture=End-to-end2022.10 | 0.812 | 0.779 |