Short name:
DcMOTv1
Detector:
Private
Description:
Reference:
Last submitted:
December 12, 2022 (1 month ago)
Published:
December 08, 2022 at 07:52:11 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
GPU 1080TI
Runtime:
20.4 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 | 74.5 | 75.2 | 61.3 | 990 (42.0) | 399 (16.9) | 28,983 | 112,464 | 80.1 | 94.0 | 61.6 | 61.2 | 68.1 | 77.0 | 66.6 | 78.2 | 83.6 | 1.6 | 2,682 (0.0) | 7,308 (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 | 61.1 | 62.9 | 50.9 | 10 | 7 | 122 | 2,363 | 63.4 | 97.1 | 52.0 | 50.1 | 57.3 | 77.7 | 52.7 | 80.7 | 83.8 | 0.3 | 24 | 100 |
| MOT17-01-FRCNN | 61.1 | 62.9 | 50.9 | 10 | 7 | 122 | 2,363 | 63.4 | 97.1 | 52.0 | 50.1 | 57.3 | 77.7 | 52.7 | 80.7 | 83.8 | 0.3 | 24 | 100 |
| MOT17-01-SDP | 61.1 | 62.9 | 50.9 | 10 | 7 | 122 | 2,363 | 63.4 | 97.1 | 52.0 | 50.1 | 57.3 | 77.7 | 52.7 | 80.7 | 83.8 | 0.3 | 24 | 100 |
| MOT17-03-DPM | 89.7 | 85.5 | 70.8 | 141 | 0 | 5,722 | 4,853 | 95.4 | 94.6 | 68.3 | 73.6 | 75.2 | 79.4 | 80.5 | 79.8 | 84.5 | 3.8 | 162 | 588 |
| MOT17-03-FRCNN | 89.7 | 85.5 | 70.8 | 141 | 0 | 5,722 | 4,853 | 95.4 | 94.6 | 68.3 | 73.6 | 75.2 | 79.4 | 80.5 | 79.8 | 84.5 | 3.8 | 162 | 588 |
| MOT17-03-SDP | 89.7 | 85.5 | 70.8 | 141 | 0 | 5,722 | 4,853 | 95.4 | 94.6 | 68.3 | 73.6 | 75.2 | 79.4 | 80.5 | 79.8 | 84.5 | 3.8 | 162 | 588 |
| MOT17-06-DPM | 63.8 | 65.1 | 51.7 | 79 | 48 | 306 | 3,804 | 67.7 | 96.3 | 51.0 | 52.5 | 58.9 | 72.5 | 55.7 | 79.2 | 83.0 | 0.3 | 153 | 269 |
| MOT17-06-FRCNN | 63.8 | 65.1 | 51.7 | 79 | 48 | 306 | 3,804 | 67.7 | 96.3 | 51.0 | 52.5 | 58.9 | 72.5 | 55.7 | 79.2 | 83.0 | 0.3 | 153 | 269 |
| MOT17-06-SDP | 63.8 | 65.1 | 51.7 | 79 | 48 | 306 | 3,804 | 67.7 | 96.3 | 51.0 | 52.5 | 58.9 | 72.5 | 55.7 | 79.2 | 83.0 | 0.3 | 153 | 269 |
| MOT17-07-DPM | 67.3 | 66.9 | 51.7 | 22 | 3 | 824 | 4,583 | 72.9 | 93.7 | 49.2 | 54.7 | 53.7 | 73.5 | 59.4 | 76.4 | 82.3 | 1.6 | 121 | 383 |
| MOT17-07-FRCNN | 67.3 | 66.9 | 51.7 | 22 | 3 | 824 | 4,583 | 72.9 | 93.7 | 49.2 | 54.7 | 53.7 | 73.5 | 59.4 | 76.4 | 82.3 | 1.6 | 121 | 383 |
| MOT17-07-SDP | 67.3 | 66.9 | 51.7 | 22 | 3 | 824 | 4,583 | 72.9 | 93.7 | 49.2 | 54.7 | 53.7 | 73.5 | 59.4 | 76.4 | 82.3 | 1.6 | 121 | 383 |
| MOT17-08-DPM | 43.8 | 43.0 | 36.6 | 18 | 21 | 392 | 11,296 | 46.5 | 96.2 | 37.3 | 36.6 | 41.7 | 66.6 | 38.1 | 78.9 | 82.6 | 0.6 | 180 | 431 |
| MOT17-08-FRCNN | 43.8 | 43.0 | 36.6 | 18 | 21 | 392 | 11,296 | 46.5 | 96.2 | 37.3 | 36.6 | 41.7 | 66.6 | 38.1 | 78.9 | 82.6 | 0.6 | 180 | 431 |
| MOT17-08-SDP | 43.8 | 43.0 | 36.6 | 18 | 21 | 392 | 11,296 | 46.5 | 96.2 | 37.3 | 36.6 | 41.7 | 66.6 | 38.1 | 78.9 | 82.6 | 0.6 | 180 | 431 |
| MOT17-12-DPM | 54.3 | 64.5 | 50.9 | 27 | 17 | 938 | 2,982 | 65.6 | 85.8 | 55.2 | 47.3 | 64.0 | 72.1 | 53.8 | 70.4 | 82.5 | 1.0 | 45 | 182 |
| MOT17-12-FRCNN | 54.3 | 64.5 | 50.9 | 27 | 17 | 938 | 2,982 | 65.6 | 85.8 | 55.2 | 47.3 | 64.0 | 72.1 | 53.8 | 70.4 | 82.5 | 1.0 | 45 | 182 |
| MOT17-12-SDP | 54.3 | 64.5 | 50.9 | 27 | 17 | 938 | 2,982 | 65.6 | 85.8 | 55.2 | 47.3 | 64.0 | 72.1 | 53.8 | 70.4 | 82.5 | 1.0 | 45 | 182 |
| MOT17-14-DPM | 50.4 | 62.6 | 43.7 | 33 | 37 | 1,357 | 7,607 | 58.8 | 88.9 | 47.3 | 40.8 | 51.6 | 71.7 | 44.9 | 67.9 | 78.2 | 1.8 | 209 | 483 |
| MOT17-14-FRCNN | 50.4 | 62.6 | 43.7 | 33 | 37 | 1,357 | 7,607 | 58.8 | 88.9 | 47.3 | 40.8 | 51.6 | 71.7 | 44.9 | 67.9 | 78.2 | 1.8 | 209 | 483 |
| MOT17-14-SDP | 50.4 | 62.6 | 43.7 | 33 | 37 | 1,357 | 7,607 | 58.8 | 88.9 | 47.3 | 40.8 | 51.6 | 71.7 | 44.9 | 67.9 | 78.2 | 1.8 | 209 | 483 |
Raw data: