D4C: Detecting for Counting
MOT20-04
Benchmark:
MOT20 |
Short name:
D4C
Detector:
Public
Description:
Reference:
Last submitted:
October 22, 2021 (1 month ago)
Published:
April 27, 2021 at 02:29:20 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
GTX 1080ti 12GB， 2GPUs
Runtime:
5.5 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 | 61.9 | 50.4 | 44.3 | 614 (49.4) | 193 (15.5) | 45,895 | 146,347 | 71.7 | 89.0 | 37.1 | 53.4 | 45.2 | 59.8 | 59.5 | 73.8 | 82.0 | 10.2 | 4,653 (0.0) | 9,462 (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 | 75.6 | 60.1 | 52.3 | 410 | 44 | 21,225 | 44,128 | 83.9 | 91.5 | 43.0 | 63.9 | 52.3 | 65.6 | 70.4 | 76.8 | 82.4 | 10.2 | 1,436 | 3,290 |
| MOT20-06 | 46.0 | 35.3 | 31.3 | 88 | 75 | 12,947 | 56,915 | 57.1 | 85.4 | 24.0 | 41.4 | 30.0 | 47.3 | 46.5 | 69.5 | 81.2 | 12.8 | 1,801 | 3,443 |
| MOT20-07 | 75.4 | 61.5 | 51.8 | 80 | 7 | 2,173 | 5,687 | 82.8 | 92.7 | 43.2 | 62.5 | 51.6 | 61.6 | 69.1 | 77.3 | 83.7 | 3.7 | 271 | 417 |
| MOT20-08 | 35.1 | 30.8 | 26.9 | 36 | 67 | 9,550 | 39,617 | 48.9 | 79.9 | 21.6 | 34.2 | 26.0 | 46.4 | 39.1 | 64.0 | 79.9 | 11.8 | 1,145 | 2,312 |
Raw data:
