UIUCTracker: CenterNet with DeepSort
MOT16-01
Benchmark:
MOT16 |
Short name:
UIUCTracker
Detector:
Public
Description:
Reference:
Last submitted:
November 30, 2020 (3 months ago)
Published:
November 30, 2020 at 10:43:40 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
1GPU
Runtime:
7.7 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16 | 67.6 | 57.4 | 77.6 | 272 (35.8) | 150 (19.8) | 12,456 | 44,699 | 75.5 | 91.7 | 2.1 | 1,983 (26.3) | 2,218 (29.4) |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16-01 | 45.5 | 39.2 | 77.6 | 10 | 4 | 791 | 2,633 | 58.8 | 82.6 | 1.8 | 62 | 78 |
| MOT16-03 | 83.6 | 65.4 | 77.3 | 115 | 1 | 4,559 | 12,017 | 88.5 | 95.3 | 3.0 | 570 | 732 |
| MOT16-06 | 57.7 | 57.4 | 78.6 | 68 | 54 | 671 | 3,953 | 65.7 | 91.9 | 0.6 | 253 | 257 |
| MOT16-07 | 52.1 | 43.7 | 75.5 | 17 | 3 | 1,813 | 5,748 | 64.8 | 85.4 | 3.6 | 265 | 312 |
| MOT16-08 | 39.8 | 37.4 | 82.2 | 12 | 13 | 882 | 8,982 | 46.3 | 89.8 | 1.4 | 220 | 216 |
| MOT16-12 | 46.1 | 56.8 | 82.7 | 20 | 34 | 983 | 3,409 | 58.9 | 83.3 | 1.1 | 79 | 90 |
| MOT16-14 | 39.1 | 42.1 | 75.8 | 30 | 41 | 2,757 | 7,957 | 56.9 | 79.2 | 3.7 | 534 | 533 |
Raw data:
