Benchmark:
MOT17 |
Short name:
JBNOT
Detector:
Public
Description:
n/a
Reference:
R. Henschel, Y. Zou, B. Rosenhahn. Multiple People Tracking using Body and Joint Detections. In CVPRW, 2019.
Last submitted:
March 22, 2019 (5 years ago)
Published:
March 23, 2019 at 01:08:10 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2.8 GHZ, 1 Core
Runtime:
5.4 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 52.6 | 50.8 | 41.3 | 465 (19.7) | 844 (35.8) | 31,572 | 232,659 | 58.8 | 91.3 | 39.8 | 43.3 | 43.0 | 73.9 | 46.9 | 72.8 | 80.2 | 1.8 | 3,050 (51.9) | 3,792 (64.5) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17-01-DPM | 37.3 | 36.5 | 30.5 | 4 | 11 | 184 | 3,830 | 40.6 | 93.4 | 32.1 | 29.2 | 33.6 | 74.0 | 30.5 | 70.1 | 76.6 | 0.4 | 30 | 45 |
| MOT17-01-FRCNN | 32.8 | 37.4 | 34.5 | 6 | 8 | 1,102 | 3,201 | 50.4 | 74.7 | 34.8 | 34.6 | 38.0 | 75.0 | 40.9 | 60.6 | 79.6 | 2.4 | 33 | 43 |
| MOT17-01-SDP | 47.6 | 44.7 | 38.8 | 7 | 6 | 721 | 2,606 | 59.6 | 84.2 | 37.3 | 40.7 | 39.8 | 73.2 | 46.5 | 65.6 | 79.2 | 1.6 | 50 | 76 |
| MOT17-03-DPM | 49.7 | 46.1 | 37.5 | 45 | 22 | 16,140 | 36,105 | 65.5 | 80.9 | 32.1 | 44.2 | 34.6 | 70.4 | 51.8 | 64.1 | 78.6 | 10.8 | 394 | 522 |
| MOT17-03-FRCNN | 66.3 | 60.4 | 47.1 | 50 | 20 | 1,512 | 33,551 | 67.9 | 97.9 | 44.1 | 51.0 | 47.6 | 74.6 | 53.6 | 77.2 | 80.4 | 1.0 | 197 | 374 |
| MOT17-03-SDP | 77.7 | 65.2 | 53.5 | 77 | 13 | 1,164 | 21,927 | 79.1 | 98.6 | 47.4 | 60.8 | 51.2 | 75.5 | 63.8 | 79.6 | 81.8 | 0.8 | 292 | 450 |
| MOT17-06-DPM | 42.1 | 49.3 | 38.8 | 33 | 104 | 733 | 5,928 | 49.7 | 88.9 | 42.6 | 36.0 | 46.3 | 74.6 | 38.8 | 69.4 | 78.5 | 0.6 | 158 | 143 |
| MOT17-06-FRCNN | 48.9 | 52.7 | 43.3 | 44 | 88 | 313 | 5,567 | 52.8 | 95.2 | 45.1 | 41.7 | 49.8 | 75.6 | 43.7 | 78.8 | 82.4 | 0.3 | 144 | 140 |
| MOT17-06-SDP | 50.5 | 52.8 | 42.6 | 48 | 88 | 394 | 5,281 | 55.2 | 94.3 | 43.2 | 42.3 | 48.5 | 74.0 | 44.7 | 76.4 | 81.4 | 0.3 | 157 | 136 |
| MOT17-07-DPM | 42.2 | 40.2 | 31.8 | 7 | 24 | 613 | 9,023 | 46.6 | 92.8 | 30.1 | 34.2 | 32.0 | 73.7 | 36.1 | 71.8 | 78.1 | 1.2 | 136 | 150 |
| MOT17-07-FRCNN | 39.8 | 40.3 | 33.4 | 7 | 17 | 947 | 9,108 | 46.1 | 89.2 | 33.6 | 34.1 | 36.0 | 74.3 | 36.5 | 70.6 | 78.7 | 1.9 | 113 | 181 |
| MOT17-07-SDP | 48.5 | 44.3 | 37.1 | 11 | 16 | 780 | 7,799 | 53.8 | 92.1 | 34.4 | 40.5 | 36.5 | 75.7 | 43.3 | 74.1 | 80.7 | 1.6 | 113 | 155 |
| MOT17-08-DPM | 31.1 | 30.6 | 27.2 | 11 | 30 | 825 | 13,602 | 35.6 | 90.1 | 27.1 | 27.4 | 29.1 | 75.8 | 29.0 | 73.5 | 81.5 | 1.3 | 136 | 136 |
| MOT17-08-FRCNN | 27.8 | 31.4 | 27.6 | 9 | 36 | 676 | 14,458 | 31.6 | 90.8 | 31.3 | 24.7 | 33.8 | 75.5 | 25.9 | 74.5 | 81.5 | 1.1 | 111 | 122 |
| MOT17-08-SDP | 34.4 | 33.4 | 29.3 | 11 | 31 | 764 | 12,921 | 38.8 | 91.5 | 29.0 | 30.1 | 32.3 | 70.4 | 31.7 | 74.8 | 81.4 | 1.2 | 182 | 203 |
| MOT17-12-DPM | 44.6 | 53.2 | 42.4 | 21 | 34 | 715 | 4,027 | 53.5 | 86.6 | 45.8 | 39.6 | 48.5 | 75.0 | 43.4 | 70.3 | 80.0 | 0.8 | 58 | 50 |
| MOT17-12-FRCNN | 44.5 | 53.1 | 42.2 | 17 | 36 | 427 | 4,353 | 49.8 | 91.0 | 47.5 | 37.7 | 54.8 | 72.0 | 40.4 | 73.8 | 81.0 | 0.5 | 34 | 43 |
| MOT17-12-SDP | 47.2 | 57.0 | 45.6 | 20 | 31 | 621 | 3,907 | 54.9 | 88.5 | 50.7 | 41.2 | 55.7 | 77.3 | 45.2 | 72.8 | 82.2 | 0.7 | 45 | 51 |
| MOT17-14-DPM | 27.3 | 35.2 | 25.7 | 9 | 85 | 663 | 12,595 | 31.9 | 89.9 | 28.4 | 23.5 | 30.2 | 72.0 | 24.6 | 69.4 | 77.4 | 0.9 | 180 | 197 |
| MOT17-14-FRCNN | 25.5 | 36.2 | 27.4 | 12 | 81 | 1,562 | 11,965 | 35.3 | 80.7 | 29.6 | 25.9 | 32.3 | 68.1 | 27.9 | 63.9 | 75.5 | 2.1 | 247 | 314 |
| MOT17-14-SDP | 35.8 | 41.3 | 30.4 | 16 | 63 | 716 | 10,905 | 41.0 | 91.4 | 31.4 | 29.9 | 33.5 | 72.1 | 31.7 | 70.6 | 78.2 | 1.0 | 240 | 261 |
Raw data: