GMOTv2: General Multi-Object Tracker
MOT17-01-DPM
Short name:
GMOTv2
Detector:
Public
Description:
Reference:
Last submitted:
May 24, 2021 (1 year ago)
Published:
May 24, 2021 at 03:53:34 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX1080
Runtime:
3.3 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 | 74.0 | 65.0 | 54.1 | 1,138 (48.3) | 341 (14.5) | 29,697 | 114,898 | 79.6 | 93.8 | 48.2 | 60.9 | 59.6 | 63.2 | 66.3 | 78.1 | 83.6 | 1.7 | 2,376 (0.0) | 3,026 (0.0) |
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 | 65.3 | 66.0 | 54.0 | 12 | 3 | 549 | 1,673 | 74.1 | 89.7 | 54.3 | 53.9 | 59.4 | 76.4 | 60.5 | 73.3 | 82.3 | 1.2 | 18 | 33 |
| MOT17-01-FRCNN | 63.9 | 65.2 | 54.4 | 12 | 4 | 652 | 1,661 | 74.2 | 88.0 | 55.0 | 54.0 | 60.0 | 77.3 | 61.2 | 72.6 | 82.7 | 1.4 | 16 | 29 |
| MOT17-01-SDP | 70.6 | 68.5 | 56.0 | 17 | 2 | 670 | 1,206 | 81.3 | 88.7 | 54.7 | 57.5 | 59.8 | 76.9 | 65.9 | 71.9 | 82.0 | 1.5 | 18 | 34 |
| MOT17-03-DPM | 84.0 | 63.7 | 55.5 | 106 | 4 | 2,766 | 13,594 | 87.0 | 97.1 | 44.5 | 69.3 | 60.7 | 53.8 | 73.7 | 82.2 | 84.9 | 1.8 | 350 | 371 |
| MOT17-03-FRCNN | 83.5 | 62.1 | 54.7 | 102 | 5 | 3,033 | 13,855 | 86.8 | 96.8 | 43.5 | 69.0 | 59.9 | 53.2 | 73.5 | 82.0 | 84.8 | 2.0 | 332 | 360 |
| MOT17-03-SDP | 83.3 | 79.9 | 64.4 | 101 | 7 | 2,775 | 14,610 | 86.0 | 97.0 | 61.4 | 67.9 | 69.7 | 73.9 | 72.2 | 81.4 | 84.2 | 1.9 | 76 | 122 |
| MOT17-06-DPM | 62.0 | 60.4 | 49.1 | 115 | 46 | 1,466 | 2,921 | 75.2 | 85.8 | 45.1 | 53.8 | 64.4 | 56.9 | 62.3 | 71.0 | 82.7 | 1.2 | 94 | 119 |
| MOT17-06-FRCNN | 61.8 | 61.1 | 49.8 | 119 | 42 | 1,680 | 2,715 | 77.0 | 84.4 | 46.0 | 54.2 | 64.0 | 57.8 | 63.7 | 69.8 | 82.6 | 1.4 | 103 | 125 |
| MOT17-06-SDP | 60.7 | 60.0 | 48.6 | 122 | 41 | 1,880 | 2,653 | 77.5 | 82.9 | 44.0 | 53.9 | 64.6 | 55.2 | 64.2 | 68.7 | 82.5 | 1.6 | 93 | 123 |
| MOT17-07-DPM | 68.6 | 61.7 | 49.6 | 25 | 3 | 1,189 | 4,018 | 76.2 | 91.5 | 44.1 | 56.0 | 48.9 | 70.4 | 62.1 | 74.6 | 82.2 | 2.4 | 94 | 162 |
| MOT17-07-FRCNN | 68.3 | 62.0 | 49.8 | 25 | 2 | 1,220 | 4,043 | 76.1 | 91.3 | 44.4 | 56.0 | 49.2 | 70.4 | 62.1 | 74.5 | 82.2 | 2.4 | 93 | 160 |
| MOT17-07-SDP | 69.3 | 61.8 | 49.8 | 27 | 2 | 1,213 | 3,871 | 77.1 | 91.5 | 44.0 | 56.7 | 48.8 | 70.0 | 62.9 | 74.6 | 82.2 | 2.4 | 98 | 163 |
| MOT17-08-DPM | 60.0 | 50.5 | 42.7 | 28 | 7 | 1,536 | 6,721 | 68.2 | 90.4 | 36.2 | 51.1 | 43.0 | 61.4 | 56.4 | 74.8 | 82.6 | 2.5 | 188 | 193 |
| MOT17-08-FRCNN | 57.8 | 50.0 | 42.2 | 28 | 8 | 1,326 | 7,400 | 65.0 | 91.2 | 36.9 | 49.0 | 44.0 | 61.4 | 53.7 | 75.4 | 82.6 | 2.1 | 180 | 198 |
| MOT17-08-SDP | 60.1 | 50.1 | 42.7 | 30 | 7 | 1,494 | 6,743 | 68.1 | 90.6 | 36.4 | 50.9 | 42.6 | 62.5 | 56.2 | 74.8 | 82.6 | 2.4 | 194 | 199 |
| MOT17-12-DPM | 58.0 | 65.0 | 53.5 | 36 | 22 | 869 | 2,741 | 68.4 | 87.2 | 56.2 | 51.0 | 63.0 | 76.7 | 57.7 | 73.6 | 84.2 | 1.0 | 29 | 47 |
| MOT17-12-FRCNN | 59.9 | 65.4 | 53.8 | 33 | 27 | 576 | 2,866 | 66.9 | 91.0 | 56.3 | 51.6 | 62.7 | 77.4 | 56.6 | 76.9 | 84.3 | 0.6 | 31 | 47 |
| MOT17-12-SDP | 57.4 | 65.3 | 53.6 | 36 | 21 | 963 | 2,698 | 68.9 | 86.1 | 56.5 | 50.9 | 63.1 | 77.2 | 58.1 | 72.7 | 84.2 | 1.1 | 30 | 46 |
| MOT17-14-DPM | 56.5 | 64.4 | 46.7 | 49 | 30 | 1,218 | 6,708 | 63.7 | 90.6 | 48.7 | 45.3 | 53.7 | 72.0 | 49.8 | 70.8 | 79.7 | 1.6 | 106 | 155 |
| MOT17-14-FRCNN | 57.7 | 66.0 | 47.9 | 54 | 30 | 1,359 | 6,353 | 65.6 | 89.9 | 50.1 | 46.2 | 55.1 | 72.2 | 51.1 | 70.1 | 79.3 | 1.8 | 109 | 163 |
| MOT17-14-SDP | 60.9 | 66.8 | 48.8 | 61 | 28 | 1,263 | 5,848 | 68.4 | 90.9 | 50.2 | 48.0 | 55.5 | 71.8 | 53.0 | 70.5 | 79.3 | 1.7 | 124 | 177 |
Raw data:
