Video Individual Counting on SenseCrowd (test)
7.7MAEOMAN++
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OMAN++2026.01 | 7.7 | 14.6 | — | — | — | 3.3 | 6.3 | 12.3 | 12.5 | 47.9 | 10.4 | |
| OMAN2026.01 | 8.3 | 15.4 | — | — | — | 3.9 | 6.2 | 13.2 | 20.3 | 48.2 | 11.1 | |
| MDC2026.01 | 8.6 | 15.9 | — | — | — | 4 | 6.6 | 12.6 | 24.9 | 47.9 | 11 | |
| CGNet2023.12 | 8.86 | 17.69 | — | — | — | 5 | 5.8 | 8.5 | 25 | 63.4 | 12.6 | |
| CGNet2026.01 | 8.9 | 17.7 | — | — | — | 5 | 5.8 | 8.5 | 25 | 63.4 | 12.6 | |
| PDTR2026.01 | 9.6 | 17.6 | — | — | — | 4.6 | 6.8 | 14.7 | 23.6 | 60.6 | 11.4 | |
| DRNet2022.03 | 12.3 | 24.7 | 12.7 | 1.98 | 2.01 | 4.1 | 8 | 23.3 | 50 | 77 | — | |
| DRNet2023.12 | 12.3 | 24.7 | — | — | — | 4.1 | 8 | 23.3 | 50 | 77 | 12.7 | |
| DRNet2026.01 | 12.3 | 24.7 | — | — | — | 4.1 | 8 | 23.3 | 50 | 77 | 12.7 | |
| FMDC2026.01 | 14.3 | 28.9 | — | — | — | 4.8 | 8.8 | 22.5 | 54.1 | 88.8 | 14.9 | |
| BoT-SORT2023.12 | 24.67 | 32.4 | — | — | — | 8.7 | 20.5 | 31.1 | 70.2 | 165.1 | 28.3 | |
| LOI2022.03 | 24.7 | 33.1 | 37.4 | — | — | 12.5 | 25.4 | 39.3 | 39.6 | 86.7 | — | |
| LOI2023.12 | 24.7 | 33.1 | — | — | — | 12.5 | 25.4 | 39.3 | 39.6 | 86.7 | 37.4 | |
| LOI2026.01 | 24.7 | 33.1 | — | — | — | 12.5 | 25.4 | 39.9 | 104.1 | 115.2 | 37.4 | |
| Deep-OC-SORT2023.12 | 26.04 | 43.6 | — | — | — | 9.5 | 25.1 | 29.1 | 60.3 | 156.5 | 29.5 | |
| SMILE2023.12 | 27.22 | 36.7 | — | — | — | 9.2 | 21 | 33.8 | 76.5 | 203.5 | 32.5 | |
| SparseTrack2023.12 | 28.36 | 43.8 | — | — | — | 9.9 | 21.5 | 42.1 | 89.2 | 189.5 | 30.8 | |
| HeadHunter-Tframe rate=1 FPS2022.03 | 30 | 50.6 | 38.6 | 4 | 4.1 | 11.8 | 25.7 | 56 | 92.6 | 131.4 | — | |
| HeadHunter-T2023.12 | 30 | 50.6 | — | — | — | 11.8 | 25.7 | 56 | 92.6 | 131.4 | 38.6 | |
| HeadHunter-T2026.01 | 30 | 60.6 | — | — | — | 8.9 | 17.3 | 56.2 | 96.4 | 131.4 | 44.9 | |
| FairMOTframe rate=0.33 FPS2022.03 | 35.4 | 62.3 | 48.9 | 4.9 | 4.4 | 13.5 | 22.4 | 67.9 | 84.4 | 145.8 | — | |
| FairMOT2023.12 | 35.4 | 62.3 | — | — | — | 13.5 | 22.4 | 67.9 | 84.4 | 145.8 | 48.9 | |
| FairMOT2026.01 | 35.4 | 62.3 | — | — | — | 13.5 | 22.4 | 67.9 | 84.4 | 145.8 | 48.9 |