STTMOT: Spatial-Temporal Transformer based MOT
MOT20-07
Short name:
STTMOT
Detector:
Public
Description:
Reference:
Last submitted:
January 27, 2022 (11 months ago)
Published:
March 07, 2022 at 08:42:39 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
v100 32G
Runtime:
4.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 60.1 | 66.7 | 51.7 | 578 (46.5) | 221 (17.8) | 37,657 | 165,866 | 67.9 | 90.3 | 53.6 | 50.0 | 57.7 | 75.9 | 55.1 | 73.2 | 81.4 | 8.4 | 2,926 (0.0) | 4,451 (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 |
| MOT20-04 | 78.2 | 77.8 | 60.8 | 447 | 40 | 16,336 | 42,277 | 84.6 | 93.4 | 58.6 | 63.2 | 62.9 | 78.1 | 69.2 | 76.5 | 82.4 | 7.9 | 1,012 | 1,561 |
| MOT20-06 | 39.8 | 51.5 | 38.6 | 62 | 86 | 11,417 | 67,374 | 49.3 | 85.1 | 42.3 | 35.4 | 45.3 | 71.2 | 39.1 | 67.6 | 79.3 | 11.3 | 1,170 | 1,725 |
| MOT20-07 | 65.5 | 68.3 | 52.7 | 47 | 11 | 896 | 10,358 | 68.7 | 96.2 | 53.1 | 52.5 | 57.5 | 75.3 | 55.8 | 78.1 | 82.0 | 1.5 | 166 | 238 |
| MOT20-08 | 28.4 | 44.0 | 33.4 | 22 | 84 | 9,008 | 45,857 | 40.8 | 77.8 | 39.3 | 28.6 | 42.9 | 68.4 | 32.2 | 61.3 | 77.8 | 11.2 | 578 | 927 |
Raw data:
