Person Re-identification on iLIDS-VID
88CMC-1SCAN+OF
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SCAN+OFoptical_flow=true2019.09 | 88 | 96.7 | — | — | — | — | — | |
| Snippetsupervision=Supervised2019.03 | 85.4 | 96.7 | — | 99.5 | — | — | — | |
| Snippet+OFoptical_flow=true2019.09 | 85.4 | 96.7 | — | — | — | — | — | |
| AGRLtest_strategy=Strategy 22019.09 | 84.5 | 96.7 | — | 99.5 | — | — | — | |
| STMP2019.09 | 84.3 | 96.8 | — | 99.5 | — | — | — | |
| AGRLtest_strategy=Strategy 12019.09 | 83.7 | 95.4 | — | 99.5 | — | — | — | |
| VRSTC2019.09 | 83.4 | 95.5 | — | 99.5 | — | — | — | |
| STAL2019.09 | 82.8 | 95.3 | — | 98.8 | — | — | — | |
| SCANoptical_flow=false2019.09 | 81.3 | 93.3 | — | 98 | — | — | — | |
| FedDIPBackbone=ResNet-502025.08 | 80.61 | — | — | — | 78.45 | 70.03 | 1.92 | |
| FedKLPRBackbone=ResNet-502025.08 | 80.61 | — | — | — | 78.58 | 70.01 | 2.03 | |
| STAN2019.09 | 80.2 | — | — | — | — | — | — | |
| Snippetoptical_flow=false2019.09 | 79.8 | 91.8 | — | — | — | — | — | |
| SubFedAVGBackbone=ResNet-502025.08 | 78.57 | — | — | — | 75.28 | 70.01 | 2.2 | |
| LotteryFLBackbone=ResNet-502025.08 | 76.53 | — | — | — | 71.24 | 70.01 | 1.94 | |
| RQEN2019.09 | 76.1 | 92.9 | — | 99.3 | — | — | — | |
| M3D2019.09 | 74 | 94.33 | — | — | — | — | — | |
| PersonVLAD2019.09 | 69.4 | 87.6 | — | 99.2 | — | — | — | |
| AMOC+EFoptical_flow=true2019.09 | 68.7 | 94.3 | — | 99.3 | — | — | — | |
| QAN2017.04 | 68 | 86.8 | 95.4 | 97.4 | — | — | — | |
| QANSupervision=Supervised2018.09 | 68 | 86.8 | — | 97.4 | — | — | — | |
| QAN2019.09 | 68 | 86.8 | — | 97.4 | — | — | — | |
| ASTPN2019.09 | 62 | 86 | — | 98 | — | — | — | |
| DSAN+KISSME2019.09 | 61.9 | 86.8 | — | 98.6 | — | — | — | |
| CNN+AvePool2017.04 | 60.6 | 84.9 | 89.8 | 93.6 | — | — | — | |
| SDM2019.09 | 60.2 | 84.7 | — | 95.2 | — | — | — | |
| RFA-Net2019.09 | 58.2 | 85.8 | — | 97.9 | — | — | — | |
| CNN+RNN2017.04 | 58 | 84 | 91 | 96 | — | — | — | |
| RCN2019.09 | 58 | 84 | — | 96 | — | — | — | |
| TRL+XQDA2019.09 | 57.7 | 81.7 | — | 94.1 | — | — | — | |
| DALBackbone=ResNet502018.08 | 56.9 | 80.6 | 87.3 | 91.9 | — | — | — | |
| DAL2019.03 | 56.9 | 80.6 | — | 91.9 | — | — | — | |
| DASyno tracking fragmentation=true2019.03 | 56.5 | — | — | — | — | — | — | |
| TDL2017.04 | 56.3 | 87.6 | 95.6 | 98.3 | — | — | — | |
| SeeForest2019.09 | 55.2 | 86.5 | — | 97 | — | — | — | |
| TKPfeature_type=deep learning2019.08 | 54.6 | 79.4 | 86.9 | 93.5 | — | — | — | |
| IDE+XQDA2019.09 | 53 | 81.4 | — | 95.1 | — | — | — | |
| DALBackbone=MobileNet2018.08 | 52.8 | 76.7 | 83.4 | 91.6 | — | — | — | |
| CNN+Min(cos)2017.04 | 49.3 | 79.4 | 88.2 | 91.9 | — | — | — | |
| Stepwise2018.08 | 41.7 | 66.3 | 74.1 | 80.7 | — | — | — | |
| SMPSupervision=Unsupervised2018.09 | 41.7 | 66.3 | — | 80.7 | — | — | — | |
| SMPno tracking fragmentation=true2019.03 | 41.7 | 66.3 | — | 80.7 | — | — | — | |
| eSDC2017.04 | 41.3 | 63.5 | 72.7 | 83.1 | — | — | — | |
| P2SNetfeature_type=deep learning2019.08 | 40 | 68.5 | 78.1 | 90 | — | — | — | |
| DVR2017.04 | 39.5 | 61.1 | 71.7 | 81 | — | — | — | |
| TMSLfeature_type=deep learning2019.08 | 39.5 | 66.9 | 79.6 | 86.6 | — | — | — | |
| LADF2017.04 | 39 | 76.8 | 89 | 96.8 | — | — | — | |
| UnKISS2018.08 | 38.2 | 65.7 | 75.9 | 84.1 | — | — | — | |
| DGMMetric=MLAPG2017.09 | 37.1 | 61.3 | 72.2 | 82 | — | — | — | |
| DGM+MLAPGSupervision=Unsupervised2018.09 | 37.1 | 61.3 | — | 82 | — | — | — | |
| DGM+MLAPGuses ID labels for initialisation=true2019.03 | 37.1 | 61.3 | — | 82 | — | — | — | |
| STFV3D2017.04 | 37 | 64.3 | 77 | 86.9 | — | — | — | |
| STFV3D2018.08 | 37 | 64.3 | 77 | 86.9 | — | — | — | |
| KISSME2017.04 | 36.5 | 67.8 | 78.8 | 87.1 | — | — | — | |
| DGMFeature=IDE2017.09 | 36.2 | 62.8 | 73.6 | 82.7 | — | — | — | |
| DGM+IDE2018.08 | 36.2 | 62.8 | 73.6 | 82.7 | — | — | — | |
| DGM+IDESupervision=Unsupervised2018.09 | 36.2 | 62.8 | — | 82.7 | — | — | — | |
| DGM+IDEuses ID labels for initialisation=true2019.03 | 36.2 | 62.8 | — | 82.7 | — | — | — | |
| UnKISS2017.09 | 35.9 | 63.3 | 74.9 | 83.4 | — | — | — | |
| UnKISSSupervision=Unsupervised2018.09 | 35.9 | 63.3 | — | 83.4 | — | — | — | |
| UnKISS2019.03 | 35.9 | 63.3 | — | 83.4 | — | — | — | |
| UTAL2019.03 | 35.1 | 59 | — | 83.8 | — | — | — | |
| LFDA2017.04 | 32.9 | 68.5 | 82.2 | 92.6 | — | — | — | |
| MDTS-DTW2018.08 | 31.5 | 62.1 | 72.8 | 82.4 | — | — | — | |
| DTWSupervision=Unsupervised2018.09 | 31.5 | 62.1 | — | 82.4 | — | — | — | |
| DGMMetric=XQDA2017.09 | 31.3 | 55.3 | 70.7 | 83.4 | — | — | — | |
| PHDLfeature_type=handcrafted2019.08 | 28.2 | 50.4 | 65.9 | 80.4 | — | — | — | |
| TAUDLSupervision=Unsupervised2018.09 | 26.7 | 51.3 | — | 82 | — | — | — | |
| TAUDL2019.03 | 26.7 | 51.3 | — | 82 | — | — | — | |
| DVDL2017.09 | 25.9 | 48.2 | 57.3 | 68.9 | — | — | — | |
| DVDL2018.08 | 25.9 | 48.2 | 57.3 | 68.9 | — | — | — | |
| GRDL2017.09 | 25.7 | 49.9 | 63.2 | 77.6 | — | — | — | |
| GRDLSupervision=Unsupervised2018.09 | 25.7 | 49.9 | — | 77.6 | — | — | — | |
| GRDL2019.03 | 25.7 | 49.9 | — | 77.6 | — | — | — | |
| FV3D2017.09 | 25.3 | 54 | 68.3 | 87.3 | — | — | — | |
| TopRank2017.04 | 22.5 | 56.1 | 72.7 | 85.9 | — | — | — | |
| RACEuses ID labels for initialisation=true2019.03 | 19.3 | 39.3 | — | 68.7 | — | — | — | |
| STFV3D*2017.09 | 19.1 | 38.8 | 51.7 | 70.7 | — | — | — | |
| KISSMEfeature_type=handcrafted2019.08 | 17.6 | 41.7 | 55.3 | 68.7 | — | — | — | |
| XQDAfeature_type=handcrafted2019.08 | 16.8 | 38.6 | 52.3 | 63.6 | — | — | — | |
| LERMfeature_type=handcrafted2019.08 | 15.3 | 37.1 | 49.7 | 62 | — | — | — | |
| PSDMLfeature_type=handcrafted2019.08 | 13.5 | 33.8 | 45.6 | 56.3 | — | — | — | |
| Salience2017.09 | 10.2 | 24.8 | 35.5 | 52.9 | — | — | — | |
| L22017.09 | 9.2 | 20 | 27.9 | 46.9 | — | — | — |