D4C: Detecting for Counting
MOT20-04
Benchmark:
MOT20 |
Short name:
D4C
Detector:
Public
Description:
Reference:
Last submitted:
December 21, 2021 (6 months ago)
Published:
April 27, 2021 at 02:29:20 CET
Submissions:
3
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 | 7.7 | 18.6 | 14.3 | 9 (0.7) | 807 (65.0) | 56,781 | 417,160 | 19.4 | 63.8 | 14.5 | 14.5 | 15.6 | 57.7 | 15.2 | 50.2 | 66.3 | 12.7 | 3,677 (0.0) | 13,689 (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 | 14.1 | 24.1 | 16.8 | 4 | 348 | 31,185 | 202,192 | 26.2 | 69.7 | 15.3 | 18.7 | 16.4 | 60.7 | 19.7 | 52.5 | 66.9 | 15.0 | 2,194 | 8,803 |
| MOT20-06 | -1.4 | 9.9 | 9.6 | 1 | 228 | 14,483 | 119,405 | 10.1 | 48.0 | 10.4 | 9.1 | 11.3 | 49.9 | 9.4 | 45.0 | 64.7 | 14.4 | 747 | 2,504 |
| MOT20-07 | 12.1 | 23.9 | 17.4 | 3 | 67 | 3,429 | 25,402 | 23.3 | 69.2 | 18.0 | 17.1 | 20.4 | 50.5 | 17.8 | 52.9 | 66.4 | 5.9 | 273 | 959 |
| MOT20-08 | -1.1 | 9.0 | 8.5 | 1 | 164 | 7,684 | 70,161 | 9.5 | 48.8 | 10.4 | 7.7 | 11.6 | 50.8 | 8.1 | 42.0 | 65.8 | 9.5 | 463 | 1,423 |
Raw data:
