ArTIST_C: Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking
MOT16-03
Short name:
ArTIST_C
Detector:
Public
Description:
Reference:
Last submitted:
November 17, 2020 (10 months ago)
Published:
July 17, 2021 at 23:51:46 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX 2080 Ti
Runtime:
4.5 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 | 63.0 | 61.9 | 49.8 | 221 (29.1) | 252 (33.2) | 7,420 | 59,376 | 67.4 | 94.3 | 49.5 | 50.6 | 53.6 | 75.4 | 54.2 | 75.8 | 81.0 | 1.3 | 635 (9.4) | 927 (13.7) |
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 | 44.1 | 55.8 | 44.8 | 8 | 8 | 587 | 2,973 | 53.5 | 85.4 | 53.3 | 37.8 | 57.6 | 74.9 | 42.2 | 67.2 | 78.9 | 1.3 | 18 | 30 |
| MOT16-03 | 79.5 | 70.9 | 56.9 | 95 | 11 | 2,208 | 19,071 | 81.8 | 97.5 | 52.3 | 62.2 | 55.9 | 77.2 | 65.7 | 78.4 | 81.3 | 1.5 | 165 | 257 |
| MOT16-06 | 52.0 | 57.7 | 45.9 | 62 | 81 | 856 | 4,570 | 60.4 | 89.1 | 48.3 | 44.3 | 55.9 | 69.1 | 48.5 | 71.6 | 80.2 | 0.7 | 116 | 153 |
| MOT16-07 | 45.1 | 43.6 | 35.1 | 13 | 9 | 1,708 | 7,130 | 56.3 | 84.3 | 32.4 | 39.1 | 35.5 | 69.4 | 44.1 | 66.1 | 78.8 | 3.4 | 125 | 189 |
| MOT16-08 | 33.8 | 42.7 | 38.1 | 13 | 23 | 871 | 10,137 | 39.4 | 88.3 | 46.0 | 32.0 | 50.8 | 74.4 | 34.0 | 76.1 | 83.3 | 1.4 | 77 | 103 |
| MOT16-12 | 48.0 | 54.1 | 45.8 | 19 | 40 | 454 | 3,824 | 53.9 | 90.8 | 50.7 | 41.6 | 58.4 | 70.7 | 45.0 | 75.9 | 83.6 | 0.5 | 34 | 29 |
| MOT16-14 | 32.3 | 42.2 | 30.1 | 11 | 80 | 736 | 11,671 | 36.9 | 90.2 | 34.5 | 26.5 | 38.0 | 67.4 | 28.0 | 68.7 | 77.5 | 1.0 | 100 | 166 |
Raw data:
