GNN_tracktor:
MOT17-01-DPM
Short name:
GNN_tracktor
Detector:
Public
Description:
n/a
Reference:
Anonymous submission
Last submitted:
January 08, 2021 (2 years ago)
Published:
February 25, 2023 at 02:34:44 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
Tesla V100
Runtime:
5.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 64.4 | 58.4 | 48.4 | 666 (28.3) | 698 (29.6) | 15,071 | 179,148 | 68.2 | 96.2 | 46.0 | 51.5 | 48.3 | 80.4 | 54.7 | 77.1 | 81.2 | 0.8 | 6,500 (95.2) | 7,199 (105.5) |
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 | 52.4 | 50.9 | 43.2 | 8 | 6 | 230 | 2,754 | 57.3 | 94.1 | 43.7 | 43.0 | 46.3 | 79.0 | 45.7 | 75.1 | 80.6 | 0.5 | 89 | 68 |
| MOT17-01-FRCNN | 52.7 | 47.5 | 40.6 | 7 | 6 | 301 | 2,666 | 58.7 | 92.6 | 37.8 | 43.8 | 39.9 | 78.1 | 47.0 | 74.2 | 80.5 | 0.7 | 83 | 78 |
| MOT17-01-SDP | 52.8 | 48.6 | 41.7 | 10 | 5 | 370 | 2,569 | 60.2 | 91.3 | 39.1 | 44.7 | 41.3 | 78.4 | 48.3 | 73.3 | 80.3 | 0.8 | 104 | 97 |
| MOT17-03-DPM | 81.5 | 68.0 | 55.5 | 104 | 9 | 2,019 | 16,515 | 84.2 | 97.8 | 49.3 | 63.1 | 51.8 | 80.0 | 66.9 | 77.7 | 80.9 | 1.3 | 820 | 855 |
| MOT17-03-FRCNN | 82.3 | 68.0 | 55.8 | 106 | 9 | 2,061 | 15,594 | 85.1 | 97.7 | 49.5 | 63.6 | 51.9 | 80.2 | 67.5 | 77.6 | 80.8 | 1.4 | 839 | 837 |
| MOT17-03-SDP | 82.8 | 67.9 | 56.0 | 110 | 8 | 2,245 | 14,907 | 85.8 | 97.6 | 49.4 | 64.1 | 51.8 | 80.6 | 68.1 | 77.5 | 80.8 | 1.5 | 872 | 865 |
| MOT17-06-DPM | 51.1 | 55.4 | 43.8 | 52 | 70 | 402 | 5,129 | 56.5 | 94.3 | 44.5 | 43.5 | 49.1 | 76.5 | 46.2 | 77.1 | 82.3 | 0.3 | 236 | 265 |
| MOT17-06-FRCNN | 53.7 | 56.1 | 44.6 | 56 | 55 | 531 | 4,636 | 60.7 | 93.1 | 43.7 | 46.0 | 48.1 | 77.0 | 49.4 | 75.8 | 81.9 | 0.4 | 290 | 310 |
| MOT17-06-SDP | 51.8 | 54.7 | 43.6 | 55 | 62 | 504 | 4,905 | 58.4 | 93.2 | 43.2 | 44.4 | 48.0 | 76.1 | 47.6 | 76.0 | 82.1 | 0.4 | 268 | 321 |
| MOT17-07-DPM | 50.4 | 45.4 | 37.6 | 12 | 13 | 827 | 7,301 | 56.8 | 92.1 | 35.1 | 41.5 | 36.8 | 77.3 | 44.8 | 72.7 | 80.2 | 1.7 | 244 | 377 |
| MOT17-07-FRCNN | 49.9 | 46.7 | 38.0 | 13 | 9 | 941 | 7,243 | 57.1 | 91.1 | 35.6 | 41.6 | 37.3 | 76.4 | 45.1 | 72.0 | 80.1 | 1.9 | 277 | 385 |
| MOT17-07-SDP | 51.2 | 46.5 | 38.1 | 15 | 9 | 848 | 7,170 | 57.6 | 92.0 | 35.5 | 42.1 | 37.0 | 78.5 | 45.5 | 72.7 | 80.2 | 1.7 | 224 | 388 |
| MOT17-08-DPM | 29.9 | 32.0 | 31.0 | 11 | 34 | 176 | 14,467 | 31.5 | 97.4 | 36.4 | 26.6 | 37.7 | 84.9 | 27.2 | 84.2 | 86.0 | 0.3 | 174 | 174 |
| MOT17-08-FRCNN | 29.6 | 31.4 | 30.7 | 11 | 36 | 161 | 14,557 | 31.1 | 97.6 | 36.1 | 26.3 | 37.4 | 83.4 | 26.9 | 84.5 | 86.2 | 0.3 | 163 | 158 |
| MOT17-08-SDP | 29.9 | 31.7 | 30.9 | 11 | 36 | 169 | 14,460 | 31.5 | 97.5 | 36.2 | 26.6 | 37.3 | 84.1 | 27.2 | 84.2 | 86.0 | 0.3 | 183 | 184 |
| MOT17-12-DPM | 49.0 | 57.9 | 48.5 | 17 | 41 | 420 | 3,910 | 54.9 | 91.9 | 53.8 | 43.9 | 55.9 | 85.1 | 47.0 | 78.7 | 84.8 | 0.5 | 88 | 92 |
| MOT17-12-FRCNN | 48.9 | 57.4 | 48.5 | 17 | 42 | 412 | 3,942 | 54.5 | 92.0 | 54.1 | 43.7 | 56.9 | 83.9 | 46.8 | 78.9 | 84.9 | 0.5 | 79 | 93 |
| MOT17-12-SDP | 50.1 | 55.9 | 46.9 | 17 | 40 | 366 | 3,875 | 55.3 | 92.9 | 49.9 | 44.4 | 52.1 | 83.6 | 47.3 | 79.5 | 84.7 | 0.4 | 87 | 100 |
| MOT17-14-DPM | 34.1 | 34.4 | 26.9 | 11 | 75 | 492 | 11,256 | 39.1 | 93.6 | 24.9 | 29.5 | 25.8 | 75.9 | 31.0 | 74.1 | 80.6 | 0.7 | 430 | 488 |
| MOT17-14-FRCNN | 35.1 | 35.6 | 28.0 | 12 | 66 | 798 | 10,712 | 42.0 | 90.7 | 25.4 | 31.2 | 26.6 | 74.2 | 33.3 | 71.8 | 80.2 | 1.1 | 480 | 534 |
| MOT17-14-SDP | 35.9 | 35.9 | 28.1 | 11 | 67 | 798 | 10,580 | 42.8 | 90.8 | 25.2 | 31.7 | 26.2 | 75.6 | 33.8 | 71.8 | 80.1 | 1.1 | 470 | 530 |
Raw data:
