GCNoMOT: GCN for Online MOT
MOT16-08
Short name:
GCNoMOT
Detector:
Public
Description:
Graph convolutional network based online multi-object tracking
Reference:
Last submitted:
March 07, 2021 (1 year ago)
Published:
March 04, 2021 at 07:03:38 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
RTX 2080Ti
Runtime:
7.8 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 | 58.8 | 43.1 | 37.0 | 265 (34.9) | 140 (18.4) | 14,127 | 58,528 | 67.9 | 89.8 | 27.3 | 50.8 | 37.6 | 45.4 | 55.9 | 73.9 | 81.4 | 2.4 | 2,402 (0.0) | 2,324 (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 |
| MOT16-01 | 53.0 | 41.1 | 36.4 | 12 | 2 | 858 | 2,086 | 67.4 | 83.4 | 28.7 | 46.7 | 35.7 | 58.3 | 54.3 | 67.2 | 80.6 | 1.9 | 63 | 73 |
| MOT16-03 | 68.9 | 45.7 | 39.6 | 70 | 15 | 5,129 | 26,695 | 74.5 | 93.8 | 27.5 | 57.7 | 37.3 | 45.2 | 61.7 | 77.8 | 81.6 | 3.4 | 711 | 871 |
| MOT16-06 | 53.5 | 47.7 | 40.4 | 102 | 36 | 2,022 | 3,039 | 73.7 | 80.8 | 32.3 | 50.9 | 53.1 | 43.7 | 61.2 | 67.1 | 82.2 | 1.7 | 308 | 243 |
| MOT16-07 | 55.3 | 41.1 | 34.9 | 15 | 2 | 1,054 | 6,023 | 63.1 | 90.7 | 26.5 | 46.6 | 33.9 | 47.0 | 51.1 | 73.5 | 81.7 | 2.1 | 219 | 257 |
| MOT16-08 | 36.6 | 32.9 | 28.8 | 13 | 20 | 1,010 | 9,409 | 43.8 | 87.9 | 24.9 | 33.6 | 32.9 | 51.2 | 36.3 | 72.8 | 82.3 | 1.6 | 194 | 233 |
| MOT16-12 | 40.2 | 48.2 | 39.5 | 22 | 26 | 1,407 | 3,481 | 58.0 | 77.4 | 38.8 | 40.5 | 49.3 | 60.3 | 48.0 | 64.1 | 81.0 | 1.6 | 75 | 87 |
| MOT16-14 | 39.0 | 32.7 | 25.8 | 31 | 39 | 2,647 | 7,795 | 57.8 | 80.2 | 17.3 | 39.1 | 28.8 | 30.0 | 45.6 | 63.1 | 78.8 | 3.5 | 832 | 560 |
Raw data:
