Person Re-identification on PRID2011
95.3Rank-1VRSTC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VRSTC2019.09 | 95.3 | 99 | — | 100 | |
| SCAN+OFoptical_flow=true2019.09 | 95.3 | 99 | — | — | |
| AGRLtest_strategy=Strategy 22019.09 | 94.6 | 99.1 | — | 100 | |
| M3D2019.09 | 94.4 | 100 | — | — | |
| STAN2019.09 | 93.2 | — | — | — | |
| AGRLtest_strategy=Strategy 12019.09 | 93.1 | 98.7 | — | 99.8 | |
| Snippetsupervision=Supervised2019.03 | 93 | 99.3 | — | 100 | |
| Snippet+OFoptical_flow=true2019.09 | 93 | 99.3 | — | — | |
| STMP2019.09 | 92.7 | 98.9 | — | 99.8 | |
| STAL2019.09 | 92.7 | 98.8 | — | 100 | |
| RQEN2019.09 | 92.4 | 98.8 | — | 100 | |
| SCANoptical_flow=false2019.09 | 92 | 98 | — | 100 | |
| QANSupervision=Supervised2018.09 | 90.3 | 98.2 | — | 100 | |
| QAN2019.09 | 90.3 | 98.2 | — | 100 | |
| Snippetoptical_flow=false2019.09 | 88.6 | 99.1 | — | — | |
| TRL+XQDA2019.09 | 87.8 | 97.4 | — | 99.3 | |
| PersonVLAD2019.09 | 87.6 | 96.1 | — | 99.8 | |
| DALBackbone=ResNet502018.08 | 85.3 | 97 | 98.8 | 99.6 | |
| DAL2019.03 | 85.3 | 97 | — | 99.6 | |
| SDM2019.09 | 85.2 | 97.1 | — | 99.6 | |
| DALBackbone=MobileNet2018.08 | 84.6 | 96.3 | 98.4 | 99.1 | |
| AMOC+EFoptical_flow=true2019.09 | 83.7 | 98.3 | — | 100 | |
| DGMMetric=XQDA2017.09 | 82.4 | 95.4 | 98.3 | 99.8 | |
| Stepwise2018.08 | 80.9 | 95.6 | 98.8 | 99.4 | |
| SMPSupervision=Unsupervised2018.09 | 80.9 | 95.6 | — | 99.4 | |
| SMPno tracking fragmentation=true2019.03 | 80.9 | 95.6 | — | 99.4 | |
| SeeForest2019.09 | 79.4 | 94.4 | — | 99.3 | |
| IDE+XQDA2019.09 | 77.3 | 93.5 | — | 99.3 | |
| ASTPN2019.09 | 77 | 95 | — | 99 | |
| DSAN+KISSME2019.09 | 77 | 96.4 | — | 99.4 | |
| DGMMetric=MLAPG2017.09 | 73.1 | 92.5 | 96.7 | 99 | |
| DGM+MLAPGSupervision=Unsupervised2018.09 | 73.1 | 92.5 | — | 99 | |
| DGM+MLAPGuses ID labels for initialisation=true2019.03 | 73.1 | 92.5 | — | 99 | |
| RCN2019.09 | 70 | 90 | — | 97 | |
| UnKISS2018.08 | 59.2 | 81.7 | 90.6 | 96.1 | |
| UnKISS2017.09 | 58.1 | 81.9 | 89.6 | 96 | |
| UnKISSSupervision=Unsupervised2018.09 | 58.1 | 81.9 | — | 96 | |
| UnKISS2019.03 | 58.1 | 81.9 | — | 96 | |
| DGMFeature=IDE2017.09 | 56.4 | 81.3 | 88 | 96.4 | |
| DGM+IDE2018.08 | 56.4 | 81.3 | 88 | 96.4 | |
| DGM+IDESupervision=Unsupervised2018.09 | 56.4 | 81.3 | — | 96.4 | |
| DGM+IDEuses ID labels for initialisation=true2019.03 | 56.4 | 81.3 | — | 96.4 | |
| UTAL2019.03 | 54.7 | 83.1 | — | 96.2 | |
| RACEuses ID labels for initialisation=true2019.03 | 50.6 | 79.4 | — | 91.8 | |
| TAUDLSupervision=Unsupervised2018.09 | 49.4 | 78.7 | — | 98.9 | |
| TAUDL2019.03 | 49.4 | 78.7 | — | 98.9 | |
| RFA-Net2019.09 | 49.3 | 76.8 | — | 90 | |
| DASyno tracking fragmentation=true2019.03 | 43 | — | — | — | |
| STFV3D2018.08 | 42.1 | 71.9 | 84.4 | 91.6 | |
| MDTS-DTW2018.08 | 41.7 | 67.1 | 79.4 | 90.1 | |
| DTWSupervision=Unsupervised2018.09 | 41.7 | 67.1 | — | 90.1 | |
| GRDL2017.09 | 41.6 | 76.4 | 84.6 | 89.9 | |
| GRDLSupervision=Unsupervised2018.09 | 41.6 | 76.4 | — | 89.9 | |
| GRDL2019.03 | 41.6 | 76.4 | — | 89.9 | |
| L22017.09 | 40.6 | 66.7 | 79.4 | 92.3 | |
| DVDL2017.09 | 40.6 | 69.7 | 77.8 | 85.6 | |
| DVDL2018.08 | 40.6 | 69.7 | 77.8 | 85.6 | |
| FV3D2017.09 | 38.7 | 71 | 80.6 | 90.3 | |
| NFSTEvaluation Protocol=Semi-supervised, Fusion=true2016.03 | 35.8 | 58.1 | 69.1 | 78.9 | |
| STFV3D*2017.09 | 27 | 54 | 66.3 | 80.9 | |
| Salience2017.09 | 25.8 | 43.6 | 52.6 | 62 | |
| NFSTEvaluation Protocol=Semi-supervised, Feature Representation=LOMO2016.03 | 24.7 | 46.8 | 58.2 | 68.2 | |
| IterativeLapEvaluation Protocol=Semi-supervised, Feature Representation=LOMO2016.03 | 18.7 | 34.6 | 43.5 | 52.3 | |
| XQDAEvaluation Protocol=Semi-supervised, Feature Representation=LOMO2016.03 | 12.6 | 29.4 | 40.2 | 53 | |
| KLFDAEvaluation Protocol=Semi-supervised, Feature Representation=LOMO2016.03 | 12 | 27.1 | 37.8 | 50.3 | |
| KCCAEvaluation Protocol=Semi-supervised, Feature Representation=LOMO2016.03 | 5.8 | 16 | 24.7 | 36 |