GCNSelfSup: GCN Self supervised tracker
MOT16-14
Short name:
GCNSelfSup
Detector:
Public
Description:
Reference:
Last submitted:
February 15, 2022 (11 months ago)
Published:
March 08, 2022 at 15:20:59 CET
Submissions:
4
Project page / code:
n/a
Open source:
Yes
Hardware:
Gefoce GTX 960M
Runtime:
22.3 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 | 55.9 | 60.1 | 47.6 | 190 (25.0) | 266 (35.0) | 6,738 | 73,214 | 59.8 | 94.2 | 49.9 | 45.7 | 55.3 | 75.5 | 48.6 | 76.5 | 81.7 | 1.1 | 439 (0.0) | 652 (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 | 46.5 | 54.9 | 44.0 | 7 | 10 | 159 | 3,257 | 49.1 | 95.2 | 52.2 | 37.2 | 57.5 | 74.2 | 39.0 | 75.6 | 80.5 | 0.4 | 8 | 17 |
| MOT16-03 | 67.4 | 67.3 | 53.0 | 60 | 19 | 2,362 | 31,663 | 69.7 | 96.9 | 52.9 | 53.3 | 57.0 | 77.0 | 56.3 | 78.3 | 81.6 | 1.6 | 109 | 180 |
| MOT16-06 | 44.7 | 50.2 | 41.1 | 73 | 85 | 1,952 | 4,346 | 62.3 | 78.7 | 38.6 | 44.0 | 62.5 | 52.0 | 52.1 | 65.8 | 81.6 | 1.6 | 78 | 103 |
| MOT16-07 | 45.1 | 51.6 | 40.4 | 9 | 13 | 868 | 8,020 | 50.9 | 90.5 | 42.3 | 38.8 | 45.3 | 75.9 | 41.5 | 73.9 | 80.6 | 1.7 | 67 | 122 |
| MOT16-08 | 37.2 | 45.3 | 39.2 | 11 | 26 | 409 | 10,050 | 40.0 | 94.2 | 47.8 | 32.2 | 51.0 | 81.5 | 33.7 | 79.4 | 84.0 | 0.7 | 46 | 59 |
| MOT16-12 | 46.1 | 59.9 | 47.0 | 17 | 38 | 312 | 4,138 | 50.1 | 93.0 | 55.5 | 39.8 | 60.4 | 80.2 | 42.3 | 78.5 | 83.9 | 0.3 | 18 | 23 |
| MOT16-14 | 32.2 | 42.1 | 30.9 | 13 | 75 | 676 | 11,740 | 36.5 | 90.9 | 35.0 | 27.5 | 37.5 | 73.2 | 29.0 | 72.2 | 79.8 | 0.9 | 113 | 148 |
Raw data:
