ITM: Individualized Tubelet Model
MOT20-06
Short name:
ITM
Detector:
Public
Description:
Reference:
Pivot Correlation Network with Individualized Tubelets for Efficient Multi-object Tracking
Last submitted:
November 12, 2020 (5 months ago)
Published:
November 12, 2020 at 03:33:46 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2080Ti
Runtime:
1.8 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 50.6 | 48.6 | 39.6 | 78.6 | 397 (32.0) | 320 (25.8) | 19,495 | 233,940 | 54.8 | 93.6 | 38.1 | 41.3 | 43.0 | 67.5 | 44.1 | 75.3 | 81.2 | 4.4 | 2,431 (44.4) | 4,533 (82.7) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 72.7 | 61.4 | 49.6 | 80.5 | 345 | 48 | 6,476 | 67,595 | 75.3 | 97.0 | 42.6 | 57.9 | 48.3 | 67.9 | 61.6 | 79.2 | 82.8 | 3.1 | 890 | 1,467 |
| MOT20-06 | 24.8 | 28.5 | 22.1 | 72.2 | 15 | 139 | 7,308 | 91,688 | 30.9 | 84.9 | 22.3 | 22.3 | 23.9 | 65.3 | 23.6 | 64.9 | 76.1 | 7.3 | 865 | 1,740 |
| MOT20-07 | 51.4 | 48.9 | 37.9 | 78.3 | 31 | 18 | 801 | 15,071 | 54.5 | 95.7 | 35.7 | 40.8 | 40.5 | 64.3 | 43.3 | 76.1 | 81.3 | 1.4 | 226 | 446 |
| MOT20-08 | 16.2 | 22.7 | 17.4 | 70.9 | 6 | 115 | 4,910 | 59,586 | 23.1 | 78.5 | 18.6 | 16.6 | 19.9 | 64.2 | 17.6 | 59.9 | 74.8 | 6.1 | 450 | 880 |
Raw data:
