InvoMOT: Involution MOT
MOT16-06
Short name:
InvoMOT
Detector:
Public
Description:
Reference:
Last submitted:
May 15, 2021 (1 year ago)
Published:
May 15, 2021 at 05:53:40 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
RTX3090
Runtime:
19.7 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 | 71.8 | 74.4 | 59.3 | 269 (35.4) | 185 (24.4) | 7,692 | 42,851 | 76.5 | 94.8 | 60.5 | 58.4 | 65.0 | 80.1 | 62.9 | 77.9 | 82.8 | 1.3 | 826 (0.0) | 2,671 (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 | 43.3 | 53.8 | 44.1 | 8 | 8 | 643 | 2,952 | 53.8 | 84.3 | 49.8 | 39.1 | 54.8 | 76.4 | 44.0 | 68.9 | 81.9 | 1.4 | 28 | 134 |
| MOT16-03 | 88.6 | 85.0 | 68.5 | 130 | 1 | 3,909 | 7,881 | 92.5 | 96.1 | 66.1 | 71.1 | 71.2 | 80.5 | 76.6 | 79.6 | 83.3 | 2.6 | 176 | 684 |
| MOT16-06 | 58.9 | 65.6 | 50.8 | 60 | 70 | 305 | 4,302 | 62.7 | 96.0 | 53.8 | 48.1 | 57.0 | 80.4 | 50.9 | 77.9 | 82.1 | 0.3 | 132 | 284 |
| MOT16-07 | 55.6 | 57.5 | 45.7 | 16 | 4 | 1,693 | 5,399 | 66.9 | 86.6 | 43.9 | 48.2 | 47.2 | 77.3 | 54.5 | 70.5 | 81.3 | 3.4 | 159 | 493 |
| MOT16-08 | 42.5 | 50.3 | 41.5 | 17 | 17 | 520 | 8,948 | 46.5 | 93.7 | 46.7 | 37.2 | 48.7 | 82.5 | 39.1 | 78.7 | 83.4 | 0.8 | 150 | 372 |
| MOT16-12 | 58.7 | 67.0 | 50.9 | 22 | 25 | 148 | 3,250 | 60.8 | 97.2 | 55.5 | 47.1 | 60.4 | 78.5 | 49.4 | 78.9 | 82.3 | 0.2 | 31 | 149 |
| MOT16-14 | 41.9 | 52.7 | 36.4 | 16 | 60 | 474 | 10,119 | 45.3 | 94.6 | 40.8 | 32.8 | 42.7 | 78.5 | 34.5 | 72.1 | 78.6 | 0.6 | 150 | 555 |
Raw data:
