FGRNetIV: Flow-guided Geometric Regression Network with Identity Verification
MOT20-04
Short name:
FGRNetIV
Detector:
Public
Description:
Reference:
Last submitted:
December 15, 2020 (3 months ago)
Published:
December 15, 2020 at 12:40:49 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2080Ti
Runtime:
1.3 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 55.4 | 52.7 | 42.5 | 79.4 | 508 (40.9) | 221 (17.8) | 38,973 | 189,715 | 63.3 | 89.4 | 39.3 | 46.3 | 46.4 | 62.2 | 51.4 | 72.5 | 81.8 | 8.7 | 2,159 (34.1) | 3,839 (60.6) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MOTP | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 72.8 | 62.5 | 50.4 | 80.5 | 404 | 43 | 19,404 | 54,039 | 80.3 | 91.9 | 43.1 | 59.2 | 51.2 | 64.1 | 65.8 | 75.3 | 82.8 | 9.3 | 995 | 1,965 |
| MOT20-06 | 35.2 | 37.3 | 29.5 | 76.9 | 46 | 90 | 11,312 | 74,050 | 44.2 | 83.8 | 27.8 | 31.5 | 32.6 | 55.3 | 34.9 | 66.3 | 79.5 | 11.2 | 694 | 1,127 |
| MOT20-07 | 55.7 | 51.8 | 41.0 | 80.1 | 38 | 12 | 843 | 13,652 | 58.8 | 95.8 | 38.0 | 44.7 | 43.2 | 67.3 | 47.6 | 77.6 | 82.6 | 1.4 | 174 | 256 |
| MOT20-08 | 28.1 | 36.4 | 29.6 | 76.4 | 20 | 76 | 7,414 | 47,974 | 38.1 | 79.9 | 32.6 | 27.1 | 38.0 | 57.6 | 30.2 | 63.4 | 79.1 | 9.2 | 296 | 491 |
Raw data:
