GCNSelfSup: GCN Self supervised tracker
MOT20-08
Short name:
GCNSelfSup
Detector:
Public
Description:
Reference:
Last submitted:
March 14, 2022 (10 months ago)
Published:
March 14, 2022 at 10:03:44 CET
Submissions:
1
Project page / code:
n/a
Open source:
Yes
Hardware:
Gefoce GTX 960M
Runtime:
16.9 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 | 54.7 | 52.4 | 42.7 | 409 (32.9) | 302 (24.3) | 10,731 | 221,649 | 57.2 | 96.5 | 41.2 | 44.4 | 43.6 | 78.2 | 46.5 | 78.5 | 82.1 | 2.4 | 1,829 (0.0) | 1,857 (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 | 73.3 | 61.7 | 50.6 | 323 | 55 | 4,630 | 67,514 | 75.4 | 97.8 | 44.0 | 58.5 | 46.3 | 79.1 | 61.5 | 79.9 | 82.5 | 2.2 | 1,013 | 938 |
| MOT20-06 | 33.9 | 37.2 | 29.3 | 36 | 123 | 2,764 | 84,508 | 36.3 | 94.6 | 30.8 | 28.0 | 32.6 | 75.2 | 29.1 | 75.8 | 80.8 | 2.7 | 484 | 552 |
| MOT20-07 | 53.6 | 55.5 | 43.6 | 33 | 20 | 440 | 14,767 | 55.4 | 97.7 | 44.2 | 43.4 | 47.4 | 77.8 | 45.4 | 80.0 | 82.9 | 0.8 | 141 | 148 |
| MOT20-08 | 25.2 | 33.8 | 28.0 | 17 | 104 | 2,897 | 54,860 | 29.2 | 88.6 | 34.9 | 22.5 | 36.8 | 75.1 | 23.6 | 71.7 | 80.3 | 3.6 | 191 | 219 |
Raw data:
