vc_tracker: visual computing tracker
MOT16-01
Benchmark:
MOT16 |
Short name:
vc_tracker
Detector:
Public
Description:
submission by Artificial Intelligence Center, DAMO Academy, Alibaba
Reference:
Last submitted:
December 10, 2020 (1 year ago)
Published:
December 10, 2020 at 13:02:02 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
tesla v100
Runtime:
22.7 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 | 68.2 | 70.8 | 57.7 | 214 (28.2) | 240 (31.6) | 2,698 | 54,834 | 69.9 | 97.9 | 59.4 | 56.2 | 62.8 | 81.8 | 58.8 | 82.4 | 84.4 | 0.5 | 470 (6.7) | 1,300 (18.6) |
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 | 46.9 | 52.6 | 45.6 | 7 | 9 | 151 | 3,221 | 49.6 | 95.5 | 51.3 | 40.5 | 53.1 | 84.9 | 42.3 | 81.4 | 84.9 | 0.3 | 21 | 63 |
| MOT16-03 | 85.0 | 82.1 | 67.3 | 106 | 11 | 1,618 | 13,952 | 86.7 | 98.2 | 64.9 | 69.9 | 68.6 | 82.8 | 73.5 | 83.3 | 84.9 | 1.1 | 108 | 388 |
| MOT16-06 | 56.5 | 63.0 | 49.4 | 53 | 77 | 289 | 4,644 | 59.8 | 96.0 | 52.3 | 46.7 | 57.4 | 76.1 | 49.3 | 79.1 | 82.9 | 0.2 | 89 | 148 |
| MOT16-07 | 49.7 | 50.9 | 41.5 | 10 | 11 | 230 | 7,896 | 51.6 | 97.3 | 41.7 | 41.5 | 43.3 | 80.8 | 43.1 | 81.3 | 84.0 | 0.5 | 78 | 256 |
| MOT16-08 | 39.3 | 41.7 | 35.9 | 10 | 20 | 95 | 9,986 | 40.3 | 98.6 | 39.4 | 33.0 | 41.3 | 79.5 | 33.8 | 82.7 | 84.2 | 0.2 | 80 | 149 |
| MOT16-12 | 51.8 | 59.4 | 48.4 | 16 | 43 | 10 | 3,974 | 52.1 | 99.8 | 55.5 | 42.3 | 58.4 | 81.7 | 43.4 | 83.2 | 84.1 | 0.0 | 16 | 62 |
| MOT16-14 | 37.5 | 48.7 | 34.5 | 12 | 69 | 305 | 11,161 | 39.6 | 96.0 | 40.2 | 29.9 | 42.9 | 75.2 | 31.1 | 75.3 | 80.0 | 0.4 | 78 | 234 |
Raw data:
