Benchmark:
MOT16 |
Short name:
AMIR
Detector:
Public
Description:
Reference:
A. Sadeghian, A. Alahi, S. Savarese. Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies. In ICCV, 2017.
Last submitted:
March 17, 2017 (7 years ago)
Published:
November 21, 2016 at 23:50:42 CET
Submissions:
3
Project page / code:
Open source:
No
Hardware:
TITAN X 3GHZ 1 Core
Runtime:
1.0 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 | 47.2 | 46.3 | 35.1 | 106 (14.0) | 316 (41.6) | 2,681 | 92,856 | 49.1 | 97.1 | 34.0 | 36.5 | 38.0 | 63.7 | 38.0 | 75.2 | 79.3 | 0.5 | 774 (15.8) | 1,675 (34.1) |
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 | 37.8 | 38.0 | 30.3 | 3 | 9 | 86 | 3,865 | 39.6 | 96.7 | 32.1 | 28.6 | 36.5 | 59.4 | 29.5 | 72.2 | 76.8 | 0.2 | 24 | 77 |
| MOT16-03 | 53.8 | 47.5 | 35.8 | 30 | 28 | 1,142 | 46,803 | 55.2 | 98.1 | 31.5 | 41.1 | 35.6 | 61.1 | 42.8 | 75.9 | 79.3 | 0.8 | 352 | 900 |
| MOT16-06 | 49.2 | 56.7 | 41.6 | 35 | 112 | 152 | 5,669 | 50.9 | 97.5 | 46.7 | 37.3 | 53.0 | 71.5 | 38.8 | 74.4 | 78.4 | 0.1 | 36 | 108 |
| MOT16-07 | 45.5 | 46.8 | 35.0 | 6 | 15 | 222 | 8,573 | 47.5 | 97.2 | 35.4 | 34.7 | 38.6 | 66.0 | 36.1 | 74.0 | 78.4 | 0.4 | 102 | 206 |
| MOT16-08 | 32.5 | 40.1 | 33.2 | 5 | 24 | 232 | 11,004 | 34.2 | 96.1 | 40.7 | 27.2 | 42.9 | 75.8 | 28.0 | 78.7 | 82.3 | 0.4 | 56 | 97 |
| MOT16-12 | 40.4 | 52.8 | 39.9 | 16 | 42 | 468 | 4,443 | 46.4 | 89.2 | 46.3 | 34.4 | 49.6 | 73.5 | 37.0 | 71.1 | 80.5 | 0.5 | 36 | 35 |
| MOT16-14 | 29.4 | 35.6 | 26.4 | 11 | 86 | 379 | 12,499 | 32.4 | 94.0 | 29.2 | 24.0 | 32.4 | 58.6 | 24.9 | 72.3 | 78.4 | 0.5 | 168 | 252 |
Raw data: