eTC: enhanced Tracklet Clustering
MOT16-01
Benchmark:
MOT16 |
Short name:
eTC
Detector:
Public
Description:
Implemented by information processing lab of the University of Washington.
Reference:
G. Wang, Y. Wang, H. Zhang, R. Gu, J. Hwang. Exploit the connectivity: Multi-object tracking with trackletnet. In Proceedings of the 27th ACM International Conference on Multimedia, 2019.
Last submitted:
September 18, 2018 (3 years ago)
Published:
September 15, 2018 at 06:38:19 CET
Submissions:
2
Project page / code:
Open source:
No
Hardware:
2.6GHZ, 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 |
| MOT16 | 49.2 | 56.1 | 42.0 | 131 (17.3) | 306 (40.3) | 8,400 | 83,702 | 54.1 | 92.2 | 44.5 | 39.9 | 48.4 | 72.7 | 42.6 | 72.5 | 78.8 | 1.4 | 606 (11.2) | 882 (16.3) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 37.4 | 47.0 | 35.7 | 5 | 10 | 192 | 3,795 | 40.7 | 93.1 | 43.3 | 29.5 | 48.6 | 72.1 | 30.8 | 70.6 | 76.6 | 0.4 | 18 | 39 |
| MOT16-03 | 57.6 | 61.7 | 45.6 | 41 | 28 | 5,033 | 39,152 | 62.6 | 92.9 | 45.7 | 45.9 | 50.1 | 70.3 | 49.0 | 72.8 | 78.7 | 3.4 | 179 | 344 |
| MOT16-06 | 48.5 | 56.8 | 41.9 | 44 | 98 | 440 | 5,408 | 53.1 | 93.3 | 45.6 | 38.7 | 50.1 | 73.8 | 41.0 | 71.9 | 77.9 | 0.4 | 90 | 121 |
| MOT16-07 | 43.6 | 48.7 | 36.4 | 9 | 15 | 721 | 8,391 | 48.6 | 91.7 | 37.5 | 35.6 | 39.8 | 76.6 | 37.8 | 71.4 | 78.4 | 1.4 | 100 | 119 |
| MOT16-08 | 36.2 | 44.6 | 37.8 | 11 | 24 | 625 | 9,971 | 40.4 | 91.5 | 44.6 | 32.1 | 46.6 | 80.3 | 33.7 | 76.4 | 82.2 | 1.0 | 82 | 92 |
| MOT16-12 | 40.7 | 54.7 | 42.1 | 13 | 38 | 637 | 4,256 | 48.7 | 86.4 | 49.0 | 36.2 | 51.4 | 78.5 | 39.6 | 70.2 | 80.6 | 0.7 | 30 | 36 |
| MOT16-14 | 26.5 | 39.1 | 28.2 | 8 | 93 | 752 | 12,729 | 31.1 | 88.4 | 34.5 | 23.2 | 36.4 | 75.4 | 24.4 | 69.4 | 78.2 | 1.0 | 107 | 131 |
Raw data:
