Benchmark:
MOT16 |
Short name:
TPM_16
Detector:
Public
Description:
n/a
Reference:
J. Peng, T. Wang, et.al. TPM: Multiple Object Tracking with Tracklet-Plane Matching. In Pattern Recognition, 2020.
Last submitted:
November 18, 2018 (6 years ago)
Published:
July 17, 2020 at 13:10:38 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
3.30 GHZ, 1 Core
Runtime:
0.8 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 | 51.3 | 47.9 | 36.7 | 142 (18.7) | 310 (40.8) | 2,701 | 85,504 | 53.1 | 97.3 | 34.6 | 39.3 | 37.7 | 70.4 | 41.0 | 75.0 | 79.1 | 0.5 | 569 (10.7) | 707 (13.3) |
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 | 41.8 | 42.2 | 33.0 | 7 | 8 | 89 | 3,611 | 43.5 | 96.9 | 35.4 | 31.0 | 37.8 | 70.2 | 32.0 | 71.3 | 76.1 | 0.2 | 22 | 31 |
| MOT16-03 | 59.4 | 49.7 | 38.0 | 37 | 24 | 993 | 41,188 | 60.6 | 98.5 | 32.5 | 44.6 | 35.4 | 67.7 | 46.5 | 75.6 | 79.0 | 0.7 | 274 | 331 |
| MOT16-06 | 51.7 | 56.8 | 42.7 | 52 | 102 | 541 | 4,970 | 56.9 | 92.4 | 45.5 | 40.6 | 55.8 | 66.5 | 43.5 | 70.6 | 77.6 | 0.5 | 66 | 103 |
| MOT16-07 | 46.0 | 45.0 | 34.1 | 7 | 20 | 261 | 8,478 | 48.1 | 96.8 | 33.1 | 35.4 | 34.5 | 77.1 | 36.8 | 74.1 | 78.3 | 0.5 | 79 | 90 |
| MOT16-08 | 36.0 | 39.0 | 32.5 | 10 | 26 | 233 | 10,420 | 37.7 | 96.4 | 35.2 | 30.0 | 37.2 | 78.9 | 31.0 | 79.3 | 82.6 | 0.4 | 59 | 61 |
| MOT16-12 | 45.3 | 52.6 | 41.0 | 17 | 40 | 297 | 4,210 | 49.2 | 93.2 | 45.5 | 37.0 | 48.7 | 74.6 | 39.2 | 74.2 | 80.7 | 0.3 | 28 | 31 |
| MOT16-14 | 29.9 | 39.6 | 28.9 | 12 | 90 | 287 | 12,627 | 31.7 | 95.3 | 35.4 | 23.7 | 37.0 | 77.5 | 24.4 | 73.5 | 78.6 | 0.4 | 41 | 60 |
Raw data: