Person Re-identification on Market-1501 to MSMT17
48.3mAPSupervised learning (BOT)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Supervised learning (BOT)Protocol=Supervised2020.06 | 48.3 | 72.3 | — | — | |
| DAPRH2026.01 | 35.8 | 64.8 | 77 | 81.1 | |
| RESLVenue=AAAI222026.01 | 33.6 | 64.8 | 74.6 | 79.6 | |
| CCTSEVenue=IEEE.TIFS212026.01 | 33.2 | 62.3 | 74.1 | 78.5 | |
| MCRNVenue=AAAI222026.01 | 32.8 | 64.4 | 75.1 | 79.2 | |
| SECRETVenue=AAAI222026.01 | 31.7 | 60 | — | — | |
| CDCLVenue=KBS232026.01 | 29.5 | 59.7 | 71.4 | 75.9 | |
| AWBAdaptation Stage=Post-A, Attention Module=Non-local2020.06 | 29 | 57.3 | 70.7 | 75.9 | |
| AWBVenue=IEEE.TIP222026.01 | 29 | 57.3 | 70.7 | 75.9 | |
| Non-local2020.06 | 28.5 | 56.8 | 70.7 | 75.7 | |
| AWBAdaptation Stage=Pre-A, Attention Module=I-CBAM2020.06 | 27.3 | 57.8 | 70.7 | 75.7 | |
| WaveBlock2020.06 | 27.2 | 56.1 | 69.6 | 74.9 | |
| SpCLVenue=NIPS202026.01 | 26.8 | 53.7 | 65 | 69.8 | |
| MMTMt=1500, Backbone=IBN-ResNet-502020.01 | 26.6 | 54.4 | 67.6 | 72.9 | |
| FastReID-MLTBackbone=ResNet-50, Aggregation=Gem Pooling, Head=Bnneck2020.06 | 26.5 | 56.6 | — | — | |
| GLTVenue=CVPR212026.01 | 26.5 | 56.6 | 67.5 | 72 | |
| MMTMt=1000, Backbone=IBN-ResNet-502020.01 | 26.3 | 52.5 | 66.3 | 71.7 | |
| UNRNVenue=AAAI212026.01 | 25.3 | 52.4 | 64.7 | 69.7 | |
| MMTMt=2000, Backbone=IBN-ResNet-502020.01 | 25.1 | 52.7 | 65.9 | 71.3 | |
| I-CBAM2020.06 | 24.2 | 51.3 | 65.1 | 70.8 | |
| MMTMt=1500, Backbone=ResNet-502020.01 | 22.9 | 49.2 | 63.1 | 68.8 | |
| MMT2020.06 | 22.9 | 49.2 | — | — | |
| MMT2020.06 | 22.9 | 49.2 | 63.1 | 68.8 | |
| MMTVenue=ICLR202026.01 | 22.9 | 49.2 | 63.1 | 68.8 | |
| DG-Net++training=unsupervised cross-domain2020.07 | 22.1 | 48.4 | 60.9 | 66.1 | |
| MMTMt=1000, Backbone=ResNet-502020.01 | 21.6 | 46.1 | 59.8 | 66.1 | |
| MMTMt=2000, Backbone=ResNet-502020.01 | 20.8 | 45.7 | 59.6 | 65.6 | |
| DAAM2020.06 | 20.8 | 44.5 | — | — | |
| DIMGLOVenue=ACM.MM202026.01 | 20.7 | 49.7 | — | 66.1 | |
| MMTMt=500, Backbone=IBN-ResNet-502020.01 | 19.6 | 43.3 | 56.1 | 61.6 | |
| MMTMt=500, Backbone=ResNet-502020.01 | 16.6 | 37.5 | 50.6 | 56.5 | |
| ECN++2020.06 | 15.2 | 40.4 | 53.1 | 58.7 | |
| MMCL2020.06 | 15.1 | 40.8 | 51.8 | 56.7 | |
| SSG2020.01 | 13.2 | 31.6 | — | 49.6 | |
| SSGtraining=unsupervised cross-domain2020.07 | 13.2 | 31.6 | — | 49.6 | |
| SSG2020.06 | 13.2 | 31.6 | — | — | |
| SSG2020.06 | 13.2 | 31.6 | — | 49.6 | |
| Pre-trained BaselineBackbone=IBN-ResNet-502020.01 | 9.5 | 25.3 | 36.2 | 41.6 | |
| AE2020.06 | 9.2 | 25.5 | 37.3 | 42.6 | |
| ENC2020.01 | 8.5 | 25.3 | 36.3 | 42.1 | |
| ECNtraining=unsupervised cross-domain2020.07 | 8.5 | 25.3 | 36.3 | 42.1 | |
| ECN2020.06 | 8.5 | 25.3 | — | — | |
| ECN2020.06 | 8.5 | 25.3 | 36.3 | 42.1 | |
| MSINet2023.03 | 8.3 | 22.4 | — | — | |
| OSNet2023.03 | 7.2 | 21.2 | — | — | |
| Pre-trained BaselineBackbone=ResNet-502020.01 | 7.1 | 19.4 | 28.9 | 34.2 | |
| PTGAN2020.01 | 2.9 | 10.2 | — | 24.4 | |
| PTGANtraining=unsupervised cross-domain2020.07 | 2.9 | 10.2 | — | 24.4 | |
| PTGAN2020.06 | 2.9 | 10.2 | — | — | |
| RPTGAN2020.06 | 2.9 | 10.2 | — | 24.4 |