Person Re-identification on Market-1501 Single Query 1.0
89.9Rank-1 AccGLAD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GLADQuery Mode=single query2017.09 | 89.9 | 73.9 | |
| Verif-Identif. + LSROLabel Smoothing Regularization for Outliers=true2017.01 | 83.97 | 66.07 | |
| DeepTransfer2017.01 | 83.7 | 65.5 | |
| BaselineQuery Mode=single query2017.09 | 80.7 | 60.3 | |
| Verif.-Identif.2017.01 | 79.51 | 59.87 | |
| DLCNNQuery Mode=single query2017.09 | 79.5 | 59.9 | |
| PIEQuery Mode=single query2017.09 | 79.3 | 56 | |
| Basel. + LSROBackbone=ResNet-50, Label Smoothing Regularization for Outliers=true2017.01 | 78.06 | 56.23 | |
| SOMAnet2017.01 | 73.87 | 47.89 | |
| Basel.Backbone=ResNet-502017.01 | 73.69 | 51.48 | |
| Gated SiameseQuery Mode=single query2017.09 | 65.9 | 39.6 | |
| Gate Reid2017.01 | 65.88 | 39.55 | |
| Gated S-CNNSetting=Single-query2016.10 | 65.88 | 39.55 | |
| LSTM SiameseQuery Mode=single query2017.09 | 61.6 | 35.3 | |
| DNSSetting=Single-query2016.10 | 61.02 | 35.68 | |
| Null SpaceQuery Mode=single query2017.09 | 61 | 35.7 | |
| DNS2017.01 | 55.43 | 29.87 | |
| SL2017.01 | 51.9 | 26.35 | |
| SCSPQuery Mode=single query2017.09 | 51.9 | 26.4 | |
| SCSPSetting=Single-query2016.10 | 51.9 | 26.35 | |
| DLDPSetting=Single-query2016.10 | 51.46 | 26.23 | |
| End-to-end CANSetting=Single-query2016.10 | 48.24 | 24.43 | |
| FisherNet2017.01 | 48.15 | 29.94 | |
| TMA LOMOSetting=Single-query2016.10 | 47.92 | 22.31 | |
| MR CNN2017.01 | 45.58 | 26.11 | |
| Multiregion Bilinear DMLSetting=Single-query2016.10 | 45.58 | 26.11 | |
| WARCAQuery Mode=single query2017.09 | 45.2 | — | |
| WARCA-LSetting=Single-query2016.10 | 45.16 | — | |
| MST-CNNSetting=Single-query2016.10 | 45.1 | — | |
| BoW+kissme2017.01 | 44.42 | 20.76 | |
| BoW+KissmeQuery Mode=single query2017.09 | 44.4 | 20.8 | |
| LOMO+XQDAQuery Mode=single query2017.09 | 43.8 | 22.2 | |
| PersonNetQuery Mode=single query2017.09 | 37.2 | 26.4 |