UIUCTracker: CenterNet with DeepSort
MOT16-01
Benchmark:
MOT16 |
Short name:
UIUCTracker
Detector:
Public
Description:
Reference:
Last submitted:
November 30, 2020 (7 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 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 67.6 | 57.4 | 49.2 | 272 (35.8) | 150 (19.8) | 12,456 | 44,699 | 75.5 | 91.7 | 44.8 | 54.7 | 47.6 | 79.5 | 60.4 | 73.4 | 80.9 | 2.1 | 1,983 (26.3) | 2,218 (29.4) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 45.5 | 39.2 | 35.7 | 10 | 4 | 791 | 2,633 | 58.8 | 82.6 | 30.5 | 42.3 | 33.5 | 76.1 | 48.2 | 67.6 | 80.0 | 1.8 | 62 | 78 |
| MOT16-03 | 83.6 | 65.4 | 55.9 | 115 | 1 | 4,559 | 12,017 | 88.5 | 95.3 | 48.7 | 65.0 | 51.5 | 79.9 | 70.4 | 75.8 | 80.7 | 3.0 | 570 | 732 |
| MOT16-06 | 57.7 | 57.4 | 45.8 | 68 | 54 | 671 | 3,953 | 65.7 | 91.9 | 43.5 | 48.6 | 47.9 | 77.0 | 53.1 | 74.2 | 81.7 | 0.6 | 253 | 257 |
| MOT16-07 | 52.1 | 43.7 | 37.5 | 17 | 3 | 1,813 | 5,748 | 64.8 | 85.4 | 33.3 | 44.3 | 35.5 | 75.1 | 50.5 | 66.6 | 79.2 | 3.6 | 265 | 312 |
| MOT16-08 | 39.8 | 37.4 | 34.7 | 12 | 13 | 882 | 8,982 | 46.3 | 89.8 | 33.4 | 36.6 | 35.2 | 83.1 | 39.4 | 76.4 | 84.4 | 1.4 | 220 | 216 |
| MOT16-12 | 46.1 | 56.8 | 48.4 | 20 | 34 | 983 | 3,409 | 58.9 | 83.3 | 53.2 | 44.1 | 55.7 | 85.1 | 50.4 | 71.2 | 84.6 | 1.1 | 79 | 90 |
| MOT16-14 | 39.1 | 42.1 | 33.7 | 30 | 41 | 2,757 | 7,957 | 56.9 | 79.2 | 30.2 | 38.2 | 32.5 | 71.5 | 44.8 | 62.4 | 79.1 | 3.7 | 534 | 533 |
Raw data:
