EDMT17:
Video not available.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17 |
Short name:
EDMT17
Detector:
Public
Description:
n/a
Reference:
J. Chen, H. Sheng, Y. Zhang, Z. Xiong. Enhancing Detection Model for Multiple Hypothesis Tracking. In BMTT-PETS CVPRw, 2017.
Last submitted:
April 26, 2017 (6 years ago)
Published:
Not yet published
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
3.4GHZ, 8 Core
Runtime:
0.6 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 | 50.0 | 51.3 | 41.3 | 509 (21.6) | 855 (36.3) | 32,279 | 247,297 | 56.2 | 90.8 | 41.1 | 41.8 | 43.4 | 77.8 | 45.1 | 72.9 | 80.2 | 1.8 | 2,264 (40.3) | 3,260 (58.0) |
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 | 35.4 | 42.7 | 32.7 | 5 | 11 | 247 | 3,894 | 39.6 | 91.2 | 37.4 | 28.8 | 39.1 | 73.5 | 30.1 | 69.4 | 76.3 | 0.5 | 24 | 52 |
| MOT17-01-FRCNN | 26.8 | 45.5 | 38.9 | 6 | 7 | 1,573 | 3,128 | 51.5 | 67.9 | 45.0 | 34.0 | 48.2 | 77.1 | 42.4 | 55.8 | 79.1 | 3.5 | 18 | 36 |
| MOT17-01-SDP | 47.3 | 52.6 | 42.4 | 10 | 5 | 955 | 2,412 | 62.6 | 80.9 | 43.7 | 41.5 | 46.4 | 75.2 | 48.7 | 63.0 | 78.6 | 2.1 | 30 | 60 |
| MOT17-03-DPM | 49.6 | 47.9 | 37.7 | 36 | 28 | 8,974 | 43,498 | 58.4 | 87.2 | 34.0 | 42.1 | 35.3 | 78.1 | 46.5 | 69.4 | 79.2 | 6.0 | 333 | 486 |
| MOT17-03-FRCNN | 58.9 | 54.0 | 43.0 | 39 | 25 | 2,155 | 40,656 | 61.2 | 96.7 | 40.0 | 46.8 | 41.9 | 79.7 | 49.1 | 77.6 | 80.8 | 1.4 | 232 | 320 |
| MOT17-03-SDP | 74.8 | 62.1 | 51.8 | 75 | 13 | 2,492 | 23,542 | 77.5 | 97.0 | 45.6 | 59.3 | 47.6 | 79.1 | 62.7 | 78.5 | 81.5 | 1.7 | 320 | 455 |
| MOT17-06-DPM | 49.3 | 58.9 | 44.3 | 44 | 106 | 390 | 5,524 | 53.1 | 94.1 | 51.0 | 38.9 | 55.0 | 75.2 | 41.1 | 72.8 | 78.4 | 0.3 | 58 | 92 |
| MOT17-06-FRCNN | 56.1 | 64.5 | 50.9 | 71 | 77 | 698 | 4,403 | 62.6 | 91.4 | 54.4 | 47.7 | 59.8 | 76.4 | 51.5 | 75.2 | 81.5 | 0.6 | 76 | 127 |
| MOT17-06-SDP | 58.2 | 65.6 | 50.9 | 84 | 79 | 725 | 4,134 | 64.9 | 91.3 | 54.1 | 48.0 | 60.6 | 74.1 | 52.2 | 73.4 | 80.8 | 0.6 | 61 | 90 |
| MOT17-07-DPM | 43.6 | 46.4 | 35.1 | 7 | 23 | 746 | 8,711 | 48.4 | 91.6 | 34.8 | 35.7 | 36.2 | 76.9 | 37.8 | 71.6 | 78.4 | 1.5 | 77 | 108 |
| MOT17-07-FRCNN | 34.4 | 43.9 | 34.3 | 7 | 13 | 1,906 | 9,037 | 46.5 | 80.5 | 36.4 | 33.4 | 40.0 | 70.4 | 37.3 | 64.5 | 77.7 | 3.8 | 136 | 225 |
| MOT17-07-SDP | 52.2 | 54.0 | 41.9 | 17 | 14 | 774 | 7,213 | 57.3 | 92.6 | 41.3 | 42.6 | 44.2 | 76.6 | 45.7 | 73.9 | 80.5 | 1.5 | 89 | 114 |
| MOT17-08-DPM | 25.3 | 31.8 | 28.7 | 6 | 34 | 996 | 14,695 | 30.4 | 86.6 | 34.4 | 24.1 | 35.9 | 78.7 | 25.5 | 72.6 | 82.3 | 1.6 | 87 | 90 |
| MOT17-08-FRCNN | 22.7 | 29.7 | 27.4 | 8 | 38 | 934 | 15,313 | 27.5 | 86.1 | 34.8 | 21.6 | 37.1 | 79.5 | 22.9 | 71.6 | 82.1 | 1.5 | 69 | 82 |
| MOT17-08-SDP | 30.4 | 33.7 | 30.3 | 10 | 34 | 570 | 14,035 | 33.5 | 92.6 | 34.5 | 26.8 | 36.6 | 78.1 | 27.9 | 77.0 | 82.3 | 0.9 | 104 | 127 |
| MOT17-12-DPM | 43.5 | 55.6 | 42.8 | 17 | 39 | 557 | 4,313 | 50.2 | 88.7 | 49.5 | 37.1 | 53.2 | 75.9 | 40.3 | 71.1 | 80.4 | 0.6 | 30 | 40 |
| MOT17-12-FRCNN | 39.2 | 53.4 | 41.1 | 13 | 43 | 612 | 4,637 | 46.5 | 86.8 | 48.5 | 35.0 | 52.9 | 75.3 | 38.1 | 71.1 | 81.3 | 0.7 | 20 | 32 |
| MOT17-12-SDP | 44.8 | 58.0 | 46.4 | 19 | 42 | 589 | 4,174 | 51.8 | 88.4 | 55.4 | 39.1 | 58.4 | 79.8 | 42.7 | 72.8 | 82.5 | 0.7 | 24 | 28 |
| MOT17-14-DPM | 23.2 | 38.1 | 28.3 | 9 | 89 | 1,521 | 12,606 | 31.8 | 79.4 | 34.5 | 23.4 | 36.6 | 73.6 | 25.4 | 63.5 | 77.7 | 2.0 | 72 | 111 |
| MOT17-14-FRCNN | 19.6 | 39.4 | 29.8 | 10 | 74 | 3,025 | 11,614 | 37.2 | 69.4 | 34.8 | 26.0 | 38.9 | 64.8 | 29.8 | 55.6 | 74.8 | 4.0 | 214 | 324 |
| MOT17-14-SDP | 36.2 | 48.4 | 35.0 | 16 | 61 | 1,840 | 9,758 | 47.2 | 82.6 | 37.9 | 32.7 | 41.6 | 70.1 | 36.5 | 63.8 | 77.2 | 2.5 | 190 | 261 |
Raw data:
