D4C: Detecting for Counting
MOT20-04
Benchmark:
MOT20 |
Short name:
D4C
Detector:
Public
Description:
Reference:
Last submitted:
March 19, 2021 (1 month ago)
Published:
April 27, 2021 at 02:29:20 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX 1080ti 12GB， 2GPUs
Runtime:
5.5 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 | 54.8 | 64.4 | 51.5 | 77.7 | 713 (57.4) | 109 (8.8) | 121,939 | 106,271 | 79.5 | 77.1 | 51.6 | 51.7 | 57.6 | 70.7 | 64.8 | 62.9 | 80.1 | 27.2 | 5,792 (0.0) | 10,119 (0.0) |
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 | 64.7 | 74.2 | 58.3 | 78.7 | 449 | 37 | 56,643 | 38,679 | 85.9 | 80.6 | 58.8 | 58.0 | 65.5 | 74.5 | 70.9 | 66.6 | 80.8 | 27.2 | 1,303 | 3,410 |
| MOT20-06 | 41.6 | 49.9 | 40.6 | 75.5 | 125 | 41 | 36,480 | 38,162 | 71.3 | 72.2 | 37.8 | 44.3 | 42.4 | 61.9 | 56.9 | 57.7 | 78.3 | 36.2 | 2,919 | 4,067 |
| MOT20-07 | 71.1 | 69.4 | 55.5 | 78.6 | 68 | 6 | 3,104 | 6,117 | 81.5 | 89.7 | 52.5 | 59.1 | 57.6 | 72.6 | 66.4 | 73.1 | 81.1 | 5.3 | 341 | 622 |
| MOT20-08 | 35.1 | 51.6 | 42.0 | 76.9 | 71 | 25 | 25,712 | 23,313 | 69.9 | 67.8 | 42.9 | 41.4 | 48.2 | 67.2 | 56.2 | 54.5 | 79.6 | 31.9 | 1,229 | 2,020 |
Raw data:
