eHAF17:
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.
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:
eHAF17
Detector:
Public
Description:
n/a
Reference:
H. Sheng, Y. Zhang, J. Chen, Z. Xiong, J. Zhang. Heterogeneous Association Graph Fusion for Target Association in Multiple Object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2018.
Last submitted:
December 28, 2017 (6 years ago)
Published:
September 01, 2018 at 05:40:26 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
4 GHz, 4 Core
Runtime:
0.7 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 | 51.8 | 54.7 | 43.4 | 551 (23.4) | 893 (37.9) | 33,212 | 236,772 | 58.0 | 90.8 | 44.3 | 42.8 | 49.7 | 70.1 | 46.3 | 72.5 | 80.0 | 1.9 | 1,834 (31.6) | 2,739 (47.2) |
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 | 39.6 | 40.3 | 32.0 | 6 | 11 | 360 | 3,507 | 45.6 | 89.1 | 33.0 | 31.1 | 39.6 | 57.7 | 33.6 | 65.6 | 75.9 | 0.8 | 26 | 34 |
| MOT17-01-FRCNN | 25.6 | 42.7 | 37.0 | 10 | 6 | 1,912 | 2,862 | 55.6 | 65.2 | 38.9 | 35.5 | 46.3 | 63.9 | 45.8 | 53.7 | 78.2 | 4.2 | 24 | 34 |
| MOT17-01-SDP | 39.6 | 48.3 | 39.3 | 11 | 5 | 1,829 | 2,037 | 68.4 | 70.7 | 38.4 | 40.7 | 47.2 | 59.4 | 53.1 | 54.9 | 77.6 | 4.1 | 30 | 47 |
| MOT17-03-DPM | 54.5 | 55.7 | 42.6 | 41 | 24 | 8,222 | 39,122 | 62.6 | 88.9 | 41.0 | 44.6 | 45.8 | 69.6 | 49.2 | 69.8 | 79.0 | 5.5 | 255 | 389 |
| MOT17-03-FRCNN | 60.3 | 58.7 | 45.8 | 42 | 26 | 2,266 | 39,142 | 62.6 | 96.7 | 44.5 | 47.6 | 47.7 | 75.3 | 50.1 | 77.3 | 80.7 | 1.5 | 187 | 256 |
| MOT17-03-SDP | 77.4 | 68.2 | 55.1 | 85 | 13 | 2,131 | 21,334 | 79.6 | 97.5 | 50.4 | 60.5 | 55.8 | 70.8 | 64.0 | 78.4 | 81.3 | 1.4 | 226 | 350 |
| MOT17-06-DPM | 47.0 | 56.2 | 42.8 | 44 | 113 | 592 | 5,593 | 52.5 | 91.3 | 48.6 | 38.0 | 56.8 | 67.7 | 40.6 | 70.6 | 78.1 | 0.5 | 58 | 94 |
| MOT17-06-FRCNN | 52.4 | 56.5 | 45.6 | 64 | 82 | 892 | 4,646 | 60.6 | 88.9 | 45.9 | 45.5 | 59.5 | 63.6 | 49.9 | 73.2 | 81.4 | 0.7 | 71 | 118 |
| MOT17-06-SDP | 54.5 | 59.4 | 46.2 | 82 | 81 | 1,139 | 4,146 | 64.8 | 87.0 | 46.0 | 46.6 | 61.1 | 60.6 | 52.2 | 70.1 | 80.5 | 1.0 | 73 | 101 |
| MOT17-07-DPM | 40.3 | 46.1 | 34.8 | 9 | 26 | 752 | 9,261 | 45.2 | 91.0 | 36.8 | 33.2 | 39.9 | 71.1 | 35.1 | 70.8 | 77.8 | 1.5 | 68 | 109 |
| MOT17-07-FRCNN | 35.2 | 42.4 | 33.9 | 6 | 17 | 1,652 | 9,181 | 45.7 | 82.4 | 35.4 | 33.2 | 39.7 | 64.4 | 36.6 | 66.1 | 77.9 | 3.3 | 112 | 201 |
| MOT17-07-SDP | 49.3 | 50.6 | 39.2 | 14 | 15 | 1,105 | 7,368 | 56.4 | 89.6 | 37.2 | 41.6 | 42.6 | 65.0 | 45.2 | 71.8 | 80.0 | 2.2 | 86 | 117 |
| MOT17-08-DPM | 27.2 | 38.6 | 33.0 | 15 | 36 | 1,520 | 13,763 | 34.8 | 82.9 | 40.7 | 26.9 | 47.2 | 67.8 | 29.1 | 69.4 | 81.2 | 2.4 | 91 | 78 |
| MOT17-08-FRCNN | 26.2 | 34.1 | 30.7 | 11 | 37 | 1,119 | 14,409 | 31.8 | 85.7 | 38.5 | 24.6 | 47.4 | 64.1 | 26.2 | 70.7 | 81.1 | 1.8 | 62 | 82 |
| MOT17-08-SDP | 32.9 | 38.3 | 33.4 | 16 | 33 | 996 | 13,045 | 38.2 | 89.0 | 38.4 | 29.4 | 43.5 | 68.1 | 31.3 | 72.8 | 81.2 | 1.6 | 130 | 150 |
| MOT17-12-DPM | 43.8 | 56.0 | 42.8 | 17 | 40 | 544 | 4,300 | 50.4 | 88.9 | 49.6 | 37.0 | 53.7 | 71.2 | 40.1 | 70.8 | 79.7 | 0.6 | 26 | 36 |
| MOT17-12-FRCNN | 40.0 | 53.2 | 40.8 | 13 | 43 | 545 | 4,637 | 46.5 | 88.1 | 47.4 | 35.3 | 55.1 | 71.4 | 38.1 | 72.3 | 81.0 | 0.6 | 16 | 28 |
| MOT17-12-SDP | 45.2 | 59.6 | 46.2 | 21 | 39 | 682 | 4,045 | 53.3 | 87.1 | 53.8 | 39.9 | 61.5 | 72.4 | 43.9 | 71.8 | 82.1 | 0.8 | 20 | 27 |
| MOT17-14-DPM | 26.0 | 39.3 | 30.3 | 12 | 103 | 661 | 12,986 | 29.7 | 89.3 | 41.2 | 22.4 | 44.1 | 73.0 | 23.5 | 70.4 | 78.9 | 0.9 | 28 | 51 |
| MOT17-14-FRCNN | 21.9 | 37.5 | 29.4 | 11 | 77 | 2,664 | 11,633 | 37.1 | 72.0 | 33.5 | 26.3 | 38.7 | 59.5 | 29.7 | 57.6 | 74.9 | 3.6 | 133 | 242 |
| MOT17-14-SDP | 37.8 | 48.5 | 36.7 | 21 | 66 | 1,629 | 9,755 | 47.2 | 84.3 | 41.7 | 32.6 | 46.3 | 69.1 | 36.1 | 64.5 | 77.3 | 2.2 | 112 | 195 |
Raw data:
