STTMOT: Spatial-Temporal Transformer based MOT
MOT16-08
Short name:
STTMOT
Detector:
Public
Description:
Reference:
Last submitted:
January 27, 2022 (11 months ago)
Published:
March 07, 2022 at 08:43:14 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
GTX 1080 TI 8 cores
Runtime:
11.2 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 | 63.8 | 70.6 | 54.7 | 230 (30.3) | 232 (30.6) | 7,412 | 57,975 | 68.2 | 94.4 | 57.3 | 52.4 | 63.5 | 75.7 | 56.1 | 77.6 | 82.3 | 1.3 | 629 (0.0) | 1,150 (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 | 52.0 | 62.4 | 51.8 | 8 | 10 | 160 | 2,900 | 54.7 | 95.6 | 62.9 | 42.8 | 69.0 | 79.0 | 44.9 | 78.6 | 82.3 | 0.4 | 10 | 19 |
| MOT16-03 | 75.8 | 79.3 | 61.2 | 91 | 15 | 2,647 | 22,558 | 78.4 | 96.9 | 61.7 | 60.9 | 66.4 | 78.3 | 64.5 | 79.6 | 82.5 | 1.8 | 57 | 132 |
| MOT16-06 | 54.8 | 54.0 | 44.4 | 57 | 89 | 322 | 4,752 | 58.8 | 95.5 | 43.0 | 46.0 | 62.3 | 58.6 | 48.5 | 78.8 | 83.1 | 0.3 | 137 | 190 |
| MOT16-07 | 57.4 | 64.2 | 47.3 | 14 | 9 | 357 | 6,482 | 60.3 | 96.5 | 48.4 | 46.5 | 52.2 | 75.9 | 49.0 | 78.4 | 81.9 | 0.7 | 117 | 320 |
| MOT16-08 | 39.6 | 53.9 | 44.2 | 21 | 14 | 3,208 | 6,779 | 59.5 | 75.6 | 47.1 | 41.9 | 61.2 | 61.9 | 50.3 | 63.9 | 81.1 | 5.1 | 118 | 106 |
| MOT16-12 | 54.4 | 66.7 | 51.8 | 24 | 25 | 221 | 3,532 | 57.4 | 95.6 | 58.6 | 45.9 | 64.9 | 78.7 | 48.4 | 80.5 | 84.2 | 0.2 | 32 | 93 |
| MOT16-14 | 37.1 | 50.1 | 36.1 | 15 | 70 | 497 | 10,972 | 40.6 | 93.8 | 42.4 | 30.9 | 44.9 | 77.7 | 32.4 | 74.8 | 80.5 | 0.7 | 158 | 290 |
Raw data:
