Synth_SORTv1: Synth-SORT: Synthetic SORT Tracker
MOT17-01
Benchmark:
Short name:
Synth_SORTv1
Detector:
Private
Description:
Reference:
Last submitted:
May 24, 2022 (6 months ago)
Published:
May 24, 2022 at 10:16:17 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
V100
Runtime:
4.9 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOTSynth-MOT-CVPR22 | 67.0 | 76.4 | 58.0 | 359 (45.7) | 132 (16.8) | 13,564 | 48,133 | 74.4 | 91.2 | 61.5 | 54.9 | 67.7 | 77.3 | 60.6 | 74.2 | 81.4 | 2.3 | 352 (0.0) | 817 (0.0) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17-01 | 62.1 | 76.3 | 57.9 | 14 | 3 | 872 | 1,555 | 75.9 | 84.9 | 64.8 | 52.0 | 68.0 | 81.0 | 60.8 | 68.0 | 80.6 | 1.9 | 16 | 25 |
| MOT17-03 | 77.7 | 83.5 | 63.6 | 90 | 11 | 2,329 | 20,979 | 80.0 | 97.3 | 65.5 | 61.8 | 69.6 | 80.2 | 65.3 | 79.4 | 81.9 | 1.6 | 52 | 179 |
| MOT17-06 | 46.3 | 57.6 | 44.3 | 111 | 39 | 3,414 | 2,843 | 75.9 | 72.4 | 42.6 | 46.4 | 72.4 | 48.6 | 60.5 | 57.7 | 78.5 | 2.9 | 67 | 213 |
| MOT17-07 | 61.4 | 75.6 | 55.3 | 30 | 2 | 2,489 | 3,965 | 76.5 | 83.9 | 58.5 | 52.6 | 64.1 | 75.8 | 61.7 | 67.6 | 80.2 | 5.0 | 67 | 117 |
| MOT17-08 | 50.1 | 62.5 | 48.0 | 23 | 15 | 741 | 9,737 | 53.9 | 93.9 | 55.5 | 41.9 | 59.3 | 80.2 | 44.5 | 77.5 | 82.5 | 1.2 | 66 | 98 |
| MOT17-12 | 46.6 | 66.9 | 52.9 | 36 | 19 | 1,833 | 2,780 | 67.9 | 76.3 | 60.9 | 46.2 | 69.1 | 76.5 | 57.2 | 64.3 | 83.2 | 2.0 | 14 | 40 |
| MOT17-14 | 55.5 | 68.0 | 50.4 | 55 | 43 | 1,886 | 6,274 | 66.1 | 86.6 | 54.4 | 47.0 | 60.0 | 73.7 | 53.0 | 69.5 | 80.1 | 2.5 | 70 | 145 |
Raw data:
