| Methods | Venue | PRID-2011 | iLIDS-VID | MARS | DUKEMTMC-VID | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| R-1 | R-5 | R-10 | R20 | R-1 | R-5 | R-10 | R20 | mAP | R-1 | R-5 | R-10 | R20 | mAP | R-1 | R-5 | R-10 | R20 | ||
| Mars | ECCV2016 | 77.3 | 93.5 | N | 99.3 | 53.0 | 81.4 | N | 95.1 | 49.3 | 68.3 | 82.6 | N | 89.4 | N | N | N | N | N |
| SeeForset(STRN) | CVPR2017 | 79.4 | 94.4 | N | 99.3 | 55.2 | 86.5 | N | 97.0 | 50.7 | 70.6 | 90.0 | N | 97.6 | N | N | N | N | N |
| QAN | CVPR2017 | 90.3 | 98.2 | 99.3 | 100 | 68.0 | 86.8 | 95.4 | 97.4 | N | N | N | N | N | N | N | N | N | N |
| ASTPN | ICCV2017 | 62.0 | 86.0 | 94.0 | 98.0 | 77.0 | 95.0 | 99.0 | 99.0 | N | 44.0 | 70.0 | 74.0 | 81.0 | N | N | N | N | N |
| Two-Stream | ICCV2017 | 79.0 | 93.0 | 97.0 | 98.0 | 60.0 | 86.0 | 93.0 | 97.0 | N | N | N | N | N | N | N | N | N | N |
| RQEN | AAAI2018 | 91.8 | 98.4 | 99.3 | 99.8 | 77.1 | 93.2 | 97.7 | 99.4 | 71.1 | 77.3 | 88.8 | N | 91.6 | N | N | N | N | N |
| DRSA | CVPR2018 | 93.2 | N | N | N | 80.2 | N | N | N | 65.8 | 82.3 | N | N | N | N | N | N | N | N |
| Seq-Decision | CVPR2018 | 85.2 | 97.1 | 98.9 | 99.6 | 60.2 | 84.7 | 91.7 | 95.2 | N | 71.2 | 85.7 | 91.8 | 94.3 | N | N | N | N | N |
| EUG | CVPR2018 | N | N | N | N | N | N | N | N | 67.4 | 80.8 | 92.1 | N | 96.1 | 78.3 | 83.4 | 94.6 | N | 97.6 |
| Snippet | CVPR2018 | 93.0 | 99.3 | 100 | 100 | 85.4 | 96.7 | 98.8 | 99.5 | 76.1 | 86.3 | 94.7 | N | 98.2 | N | N | N | N | N |
| SCAN | CVPR2018 | 92.0 | 98.0 | 100 | 100 | 81.3 | 93.3 | 96.0 | 98.0 | 76.7 | 86.6 | 94.8 | N | 97.1 | N | N | N | N | N |
| STA | AAAI2019 | N | N | N | N | N | N | N | N | 80.8 | 86.3 | 95.7 | N | 98.1 | 94.9 | 96.2 | 99.3 | N | 99.6 |
| Two-stream M3D | AAAI2019 | 94.4 | 100 | N | N | 74.0 | 94.3 | N | N | 74.1 | 84.4 | 93.8 | N | 97.7 | N | N | N | N | N |
| Attribute | CVPR2019 | 93.9 | 99.5 | N | 100 | 86.3 | 97.4 | N | 99.7 | 78.2 | 87.0 | 95.4 | N | 98.7 | N | N | N | N | N |
| VRSTC | CVPR2019 | N | N | N | N | 83.4 | 95.5 | 97.7 | 99.5 | 82.3 | 88.5 | 96.5 | N | 97.4 | 93.5 | 95.0 | 99.1 | 99.4 | 99.4 |
| STE-NVAN | BMVC2019 | N | N | N | N | N | N | N | N | 81.2 | 88.9 | N | N | N | 93.5 | 95.2 | N | N | N |
| AGRL | TIP2019 | 93.1 | 98.7 | N | 99.8 | 83.7 | 95.4 | N | 99.5 | 81.1 | 89.8 | 96.1 | N | 97.6 | 94.2 | 96.7 | 99.2 | N | 99.7 |
| GLTR | ICCV2019 | 95.5 | N | N | N | 86.0 | N | N | N | 78.5 | 87.0 | N | N | N | 93.7 | 96.3 | N | N | N |
| COSAM | ICCV2019 | N | N | N | N | 77.8 | 97.3 | N | N | 79.9 | 84.9 | 95.5 | N | 97.9 | 94.1 | 95.4 | 99.3 | N | 99.8 |
| SSN3D | AAAI2020 | N | N | N | N | N | N | N | N | 86.2 | 90.1 | N | N | N | 96.3 | 96.8 | N | N | N |
| MGH | CVPR2020 | 94.8 | 99.3 | N | 100 | 85.6 | 97.1 | N | 99.5 | 85.8 | 90.0 | 96.7 | N | 98.5 | N | N | N | N | N |
| MG-RAFA | CVPR2020 | 95.9 | 99.7 | N | 100 | 88.6 | 98.0 | N | 99.7 | 85.9 | 88.8 | 97.0 | N | 98.5 | N | N | N | N | N |
| STGCN | CVPR2020 | N | N | N | N | N | N | N | N | 83.7 | 90.0 | 96.4 | N | 98.3 | 95.7 | 97.3 | 99.3 | N | 99.7 |
| AFA | ECCV2020 | N | N | N | N | 88.5 | 96.8 | N | 99.7 | 82.9 | 90.2 | 96.6 | N | N | 95.4 | 97.2 | 99.4 | 99.7 | 99.9 |
| AP3D | ECCV2020 | N | N | N | N | 88.7 | N | N | N | 85.6 | 90.7 | N | N | N | 96.1 | 97.2 | N | N | N |
| TCLNet | ECCV2020 | N | N | N | N | 86.6 | N | N | N | 85.1 | 89.8 | N | N | N | 96.2 | 96.9 | N | N | N |
| GRL | CVPR2021 | 96.2 | 99.7 | N | 100 | 90.4 | 98.3 | N | 99.8 | 84.8 | 91.0 | 96.7 | N | 98.4 | N | N | N | N | N |
| BiCnet-TKS | CVPR2021 | N | N | N | N | N | N | N | N | 86.0 | 90.2 | N | N | N | 96.1 | 96.3 | N | N | N |
| CTL | CVPR2021 | N | N | N | N | 89.7 | 97.0 | N | 100 | 86.7 | 91.4 | 96.8 | N | 98.5 | N | N | N | N | N |
| STRF | ICCV2021 | N | N | N | N | 89.3 | N | N | N | 86.1 | 90.3 | N | N | N | 96.4 | 97.4 | N | N | N |
| STMN | ICCV2021 | N | N | N | N | N | N | N | N | 84.5 | 90.5 | N | N | N | 95.9 | 97.0 | N | N | N |
| PSTA | ICCV2021 | 95.6 | 98.9 | N | N | 91.5 | 98.1 | N | N | 85.8 | 91.5 | N | N | N | 97.4 | 98.3 | N | N | N |
| DIL | ICCV2021 | N | N | N | N | 92.0 | 98.0 | N | N | 87.0 | 90.8 | 97.1 | N | 98.8 | 97.1 | 97.6 | 99.7 | 99.9 | N |