Benchmark:
MOT16 |
Short name:
DASOT16
Detector:
Public
Description:
n/a
Reference:
Q. Chu, W. Ouyang, B. Liu, F. Zhu, N. Yu. DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking. In Proceedings of the AAAI Conference on Artificial Intelligence, 2020.
Last submitted:
March 23, 2019 (5 years ago)
Published:
May 13, 2020 at 10:20:19 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
2.6GHZ 1 Core; TITAN Xp
Runtime:
9.0 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 | 46.1 | 49.4 | 37.9 | 111 (14.6) | 316 (41.6) | 8,222 | 89,204 | 51.1 | 91.9 | 38.5 | 37.5 | 41.5 | 73.1 | 39.9 | 71.8 | 78.7 | 1.4 | 802 (15.7) | 2,057 (40.3) |
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 | 37.4 | 38.5 | 31.3 | 5 | 10 | 251 | 3,687 | 42.3 | 91.5 | 32.9 | 29.9 | 34.9 | 73.8 | 31.6 | 68.2 | 75.9 | 0.6 | 66 | 110 |
| MOT16-03 | 53.2 | 53.8 | 41.2 | 37 | 26 | 5,639 | 42,943 | 58.9 | 91.6 | 39.7 | 43.0 | 42.5 | 74.1 | 46.2 | 71.9 | 78.8 | 3.8 | 305 | 1,006 |
| MOT16-06 | 48.2 | 54.9 | 40.3 | 33 | 100 | 346 | 5,523 | 52.1 | 94.6 | 43.8 | 37.4 | 50.7 | 68.5 | 39.4 | 71.5 | 77.4 | 0.3 | 103 | 196 |
| MOT16-07 | 43.1 | 44.6 | 32.9 | 7 | 16 | 611 | 8,591 | 47.4 | 92.7 | 31.9 | 34.3 | 35.3 | 63.6 | 36.2 | 70.9 | 77.3 | 1.2 | 91 | 291 |
| MOT16-08 | 30.3 | 33.8 | 28.0 | 6 | 26 | 618 | 10,934 | 34.7 | 90.4 | 29.3 | 27.0 | 31.0 | 75.2 | 28.4 | 74.0 | 81.3 | 1.0 | 107 | 173 |
| MOT16-12 | 44.7 | 55.6 | 42.0 | 15 | 38 | 329 | 4,201 | 49.4 | 92.6 | 48.0 | 36.8 | 50.6 | 77.3 | 39.1 | 73.2 | 80.1 | 0.4 | 57 | 84 |
| MOT16-14 | 25.2 | 35.6 | 25.7 | 8 | 100 | 428 | 13,325 | 27.9 | 92.3 | 32.1 | 20.7 | 34.2 | 69.9 | 21.4 | 71.0 | 77.6 | 0.6 | 73 | 197 |
Raw data: