Person Search on PRW (test)
59.7mAPSOLIDER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SOLIDERBackbone=Swin-B2023.05 | 59.7 | — | 86.8 | |
| SeqNeXt+GFNBackbone=ConvNeXt Base, Architecture=End-to-end2022.10 | 58.3 | 92.4 | — | |
| PLIPBackbone=Swin-B2023.05 | 57.8 | — | 90.3 | |
| SeqNeXtBackbone=ConvNeXt Base, Architecture=End-to-end2022.10 | 57.6 | 89.5 | — | |
| PSTRBackbone=PVTv2-B2, Pipeline Category=One-step with end-to-end transformer2022.04 | 56.5 | 89.7 | — | |
| PSTRBackbone=PVTv2-B2, Architecture=End-to-end2022.10 | 56.5 | 89.7 | — | |
| PLIPBackbone=RN1522023.05 | 56.2 | — | 89.9 | |
| PLIPBackbone=RN1012023.05 | 55.1 | — | 89.4 | |
| COAT+CBGMBackbone=ResNet50, Architecture=End-to-end2022.10 | 54 | 89.1 | — | |
| PLIPBackbone=RN502023.05 | 53.7 | — | 89 | |
| AGWFBackbone=ResNet50, Architecture=End-to-end2022.10 | 53.3 | 87.7 | — | |
| COATBackbone=ResNet50, Architecture=End-to-end2022.10 | 53.3 | 87.4 | — | |
| SeqNeXt+GFNBackbone=ResNet50, Architecture=End-to-end2022.10 | 51.3 | 90.6 | — | |
| SeqNeXtBackbone=ResNet50, Architecture=End-to-end2022.10 | 50.8 | 86 | — | |
| DKDBackbone=ResNet50, Architecture=End-to-end2022.10 | 50.5 | 87.1 | — | |
| PSTRBackbone=ResNet50-DCN, Pipeline Category=One-step with end-to-end transformer2022.04 | 50.1 | 87.9 | — | |
| PSTRBackbone=ResNet50, Architecture=End-to-end2022.10 | 50.1 | 87.9 | — | |
| PSTRBackbone=ResNet50, Pipeline Category=One-step with end-to-end transformer2022.04 | 49.5 | 87.8 | — | |
| MHGAMBackbone=ResNet50, Architecture=End-to-end2022.10 | 47.9 | 88 | — | |
| GLCNetBackbone=RN502023.05 | 47.8 | — | 87.8 | |
| NAE+SeqNet+CBGM(ours)Architecture=end-to-end2021.03 | 47.6 | 87.6 | — | |
| SeqNet+CBGMBackbone=ResNet50, Architecture=End-to-end2022.10 | 47.6 | 87.6 | — | |
| SeqNetBackbone=RN502023.05 | 47.6 | — | 87.6 | |
| IGPNArchitecture=two-stage2021.03 | 47.2 | 87 | — | |
| IGPNFramework=two-step2021.03 | 47.2 | 87 | — | |
| IGPNBackbone=ResNet50, Pipeline Category=Two-step2022.04 | 47.2 | 87 | — | |
| IGPNBackbone=ResNet50, Architecture=Two-step2022.10 | 47.2 | 87 | — | |
| DMRNBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 46.9 | 83.3 | — | |
| DMRNBackbone=ResNet50, Architecture=End-to-end2022.10 | 46.9 | 83.3 | — | |
| TCTSArchitecture=two-stage2021.03 | 46.8 | 87.5 | — | |
| TCTSFramework=two-step2021.03 | 46.8 | 87.5 | — | |
| TCTSBackbone=ResNet50, Pipeline Category=Two-step2022.04 | 46.8 | 87.5 | — | |
| TCTSBackbone=ResNet50, Architecture=Two-step2022.10 | 46.8 | 87.5 | — | |
| NAE+SeqNet(ours)Architecture=end-to-end2021.03 | 46.7 | 83.4 | — | |
| SeqNetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 46.7 | 83.4 | — | |
| SeqNetBackbone=ResNet50, Architecture=End-to-end2022.10 | 46.7 | 83.4 | — | |
| OIM+SeqNet+CBGM(ours)Architecture=end-to-end2021.03 | 46.6 | 84.9 | — | |
| AlignPS+Framework=one-step2021.03 | 46.1 | 82.1 | — | |
| AlignPSBackbone=ResNet50-DCN, Pipeline Category=One-step with anchor-free detector2022.04 | 46.1 | 82.1 | — | |
| AlignPSBackbone=ResNet50, Architecture=End-to-end2022.10 | 46.1 | 82.1 | — | |
| AlignPSFramework=one-step2021.03 | 45.9 | 81.9 | — | |
| AlignPSBackbone=ResNet50, Pipeline Category=One-step with anchor-free detector2022.04 | 45.9 | 81.9 | — | |
| OIM+SeqNet(ours)Architecture=end-to-end2021.03 | 45.8 | 81.7 | — | |
| BINetArchitecture=end-to-end2021.03 | 45.3 | 81.7 | — | |
| BINetFramework=one-step2021.03 | 45.3 | 81.7 | — | |
| BINetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 45.3 | 81.7 | — | |
| BINetBackbone=ResNet50, Architecture=End-to-end2022.10 | 45.3 | 81.7 | — | |
| BINetBackbone=RN502023.05 | 45.3 | — | 81.7 | |
| PGSFLBackbone=ResNet50-dilated, Pipeline Category=One-step with two-stage detector2022.04 | 44.2 | 85.2 | — | |
| PGSFLBackbone=ResNet50, Architecture=End-to-end2022.10 | 44.2 | 85.2 | — | |
| NAE+Architecture=end-to-end2021.03 | 44 | 81.1 | — | |
| NAE+Framework=one-step2021.03 | 44 | 81.1 | — | |
| NAE+Backbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 44 | 81.1 | — | |
| NAE+Backbone=ResNet50, Architecture=End-to-end2022.10 | 44 | 81.1 | — | |
| NAE+Backbone=RN502023.05 | 44 | — | 81.1 | |
| NAEArchitecture=end-to-end2021.03 | 43.3 | 80.9 | — | |
| NAEFramework=one-step2021.03 | 43.3 | 80.9 | — | |
| NAEBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 43.3 | 80.9 | — | |
| re-ID driven localization refinement framework (Ours)Type=End-to-End2019.09 | 42.9 | 70.2 | — | |
| RDLRArchitecture=two-stage2021.03 | 42.9 | 70.2 | — | |
| FPN+RDLRFramework=two-step2021.03 | 42.9 | 70.2 | — | |
| RDLRBackbone=ResNet50, Pipeline Category=Two-step2022.04 | 42.9 | 70.2 | — | |
| RDLRBackbone=ResNet50, Architecture=Two-step2022.10 | 42.9 | 70.2 | — | |
| PGSFLBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 42.5 | 83.5 | — | |
| APNetBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 41.9 | 81.4 | — | |
| APNetBackbone=ResNet50, Architecture=End-to-end2022.10 | 41.9 | 81.4 | — | |
| HOIMArchitecture=end-to-end2021.03 | 39.8 | 80.4 | — | |
| HOIMBackbone=ResNet50, Architecture=End-to-end2022.10 | 39.8 | 80.4 | — | |
| CLSAType=End-to-End2019.09 | 38.7 | 65 | — | |
| CLSAArchitecture=two-stage2021.03 | 38.7 | 65 | — | |
| CNN+CLSAFramework=two-step2021.03 | 38.7 | 65 | — | |
| CLSABackbone=ResNet50, Pipeline Category=Two-step2022.04 | 38.7 | 65 | — | |
| CLSABackbone=ResNet50, Architecture=Two-step2022.10 | 38.7 | 65 | — | |
| QEEPSArchitecture=end-to-end2021.03 | 37.1 | 76.7 | — | |
| QEEPSFramework=one-step2021.03 | 37.1 | 76.7 | — | |
| QEEPSBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 37.1 | 76.7 | — | |
| QEEPSBackbone=ResNet50, Architecture=End-to-end2022.10 | 37.1 | 76.7 | — | |
| QEEPSBackbone=RN502023.05 | 37.1 | — | 76.7 | |
| OIM(ours)Architecture=end-to-end2021.03 | 34 | 75.9 | — | |
| CTXGraphArchitecture=end-to-end2021.03 | 33.4 | 73.6 | — | |
| CTXGFramework=one-step2021.03 | 33.4 | 73.6 | — | |
| CTXGBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 33.4 | 73.6 | — | |
| CTXGBackbone=ResNet50, Architecture=End-to-end2022.10 | 33.4 | 73.6 | — | |
| CTXGraphBackbone=RN502023.05 | 33.4 | — | 73.6 | |
| MGTSType=End-to-End2019.09 | 32.6 | 72.1 | — | |
| MGTSArchitecture=two-stage2021.03 | 32.6 | 72.1 | — | |
| CNN+MGTSFramework=two-step2021.03 | 32.6 | 72.1 | — | |
| MGTSBackbone=VGG16, Pipeline Category=Two-step2022.04 | 32.6 | 72.1 | — | |
| MGTSBackbone=VGG16, Architecture=Two-step2022.10 | 32.6 | 72.1 | — | |
| NPSMBounding boxes per gallery image=12017.07 | 24.2 | 53.1 | — | |
| NPSMType=End-to-End2019.09 | 24.2 | 53.1 | — | |
| NPSMArchitecture=end-to-end2021.03 | 24.2 | 53.1 | — | |
| NPSMFramework=one-step2021.03 | 24.2 | 53.1 | — | |
| NPSMBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 24.2 | 53.1 | — | |
| NPSMBackbone=ResNet50, Architecture=End-to-end2022.10 | 24.2 | 53.1 | — | |
| NPSMBackbone=RN502023.05 | 24.2 | — | 53.1 | |
| IANArchitecture=end-to-end2021.03 | 23 | 61.9 | — | |
| IANFramework=one-step2021.03 | 23 | 61.9 | — | |
| IANBackbone=ResNet50, Pipeline Category=One-step with two-stage detector2022.04 | 23 | 61.9 | — | |
| IANBackbone=ResNet50, Architecture=End-to-end2022.10 | 23 | 61.9 | — |