Person Search on CUHK-PEDES (test)
64.13Recall@1Ours
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oursglobal_matching=true, local_matching=true, K=10, lambda=0.22021.12 | 64.13 | 82.62 | 88.4 | |
| Ours_pglobal_matching=false, local_matching=true2021.12 | 63.9 | 82.5 | 88.71 | |
| TIPCBType=Local features (L), Reference=PR21, Structure=ResNet+BERT2021.05 | 63.63 | 82.82 | 89.01 | |
| NAFS with RVNScale=full-scale, Backbone=ResNet-50, RVN re-ranking=true2021.01 | 61.5 | 81.19 | 87.51 | |
| SSAN2021.12 | 61.37 | 80.15 | 86.73 | |
| MGEL2021.12 | 60.27 | 80.01 | 86.74 | |
| NAFSScale=full-scale, Backbone=ResNet-50, RVN re-ranking=false2021.01 | 59.94 | 79.86 | 86.7 | |
| NAFSType=Local features (L), Reference=arXiv21, Structure=ResNet+BERT2021.05 | 59.94 | 79.86 | 86.7 | |
| Ours_gglobal_matching=true, local_matching=false2021.12 | 59.8 | 79.6 | 86.01 | |
| CMAAMType=Local features (L), Reference=WACV202021.05 | 56.68 | 77.18 | 84.86 | |
| ViTAAFeature=global+attribute2020.05 | 55.97 | 75.84 | 83.52 | |
| VITAAScale=global + local, Backbone=ResNet-502021.01 | 55.97 | 75.84 | 83.52 | |
| ViTAAType=Local features (L), Reference=ECCV202021.05 | 55.97 | 75.84 | 83.52 | |
| VITAA2021.12 | 55.97 | 75.84 | 83.52 | |
| TIMAMType=Global features (G), Reference=ICCV19, Structure=ResNet+BERT2021.05 | 54.51 | 77.56 | 84.78 | |
| TIMAM2021.12 | 54.51 | 77.56 | 84.78 | |
| GALMFeature=global+keypoint2020.05 | 54.12 | 75.45 | 82.97 | |
| PMAScale=global + local, Backbone=ResNet-502021.01 | 53.81 | 73.54 | 81.23 | |
| PMAType=Local features (L), Reference=AAAI202021.05 | 53.81 | 73.54 | 81.23 | |
| PMA2021.12 | 53.81 | 73.54 | 81.23 | |
| A-GANet2021.12 | 53.14 | 74.03 | 81.95 | |
| MIAFeature=global+region2020.05 | 53.1 | 75 | 82.9 | |
| MIAScale=global + local, Backbone=ResNet-502021.01 | 53.1 | 75 | 82.9 | |
| MIAType=Local features (L), Reference=TIP202021.05 | 53.1 | 75 | 82.9 | |
| MIA2021.12 | 53.1 | 75 | 82.9 | |
| MCCLType=Global features (G), Reference=ICASSP192021.05 | 50.58 | — | 79.06 | |
| MCCL2021.12 | 50.58 | — | 79.06 | |
| CMPM+CMPCFeature=global2020.05 | 49.37 | — | 79.27 | |
| CMPM+CMPCScale=global, Backbone=ResNet-502021.01 | 49.37 | — | 79.27 | |
| CMPM+CMPCType=Global features (G), Reference=ECCV182021.05 | 49.37 | — | 79.27 | |
| CMPM+CMPC2021.12 | 49.27 | — | 79.27 | |
| Dual PathFeature=global2020.05 | 44.4 | 66.26 | 75.07 | |
| Dual PathScale=global, Backbone=ResNet-502021.01 | 44.4 | 66.26 | 75.07 | |
| Dual PathType=Global features (G), Reference=TOMM202021.05 | 44.4 | 66.26 | 75.07 | |
| Dual-path2021.12 | 44.4 | 66.26 | 75.07 | |
| GLAType=Local features (L), Reference=ECCV182021.05 | 43.58 | 66.93 | 76.26 | |
| GLA2021.12 | 43.58 | 66.93 | 76.26 | |
| PWM-ATHFeature=global2020.05 | 27.14 | 49.45 | 61.02 | |
| PWM+ATHScale=global, Backbone=VGG-162021.01 | 27.14 | 49.45 | 61.02 | |
| PWM+ATHType=Local features (L), Reference=WACV182021.05 | 27.14 | 49.45 | 61.02 | |
| CMCEFeature=global2020.05 | 25.94 | — | 60.48 | |
| CMCEScale=global, Backbone=VGG-162021.01 | 25.94 | — | 60.48 | |
| IATVType=Global features (G), Reference=ICCV172021.05 | 25.94 | — | 60.48 | |
| GNA-RNNFeature=global2020.05 | 19.05 | — | 53.64 | |
| GNA-RNNScale=global, Backbone=VGG-162021.01 | 19.05 | — | 53.64 | |
| GNA-RNNType=Global features (G), Reference=CVPR172021.05 | 19.05 | — | 53.64 | |
| GNA-RNN2021.12 | 19.05 | — | 53.64 |