Benchmark:
MOT20 |
Short name:
MOT20_TBC
Detector:
Public
Description:
Reference:
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets[J]. IEEE Transactions on Image Processing, 2020, 30: 1439-1452.
Last submitted:
July 12, 2020 (3 years ago)
Published:
July 12, 2020 at 10:12:32 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
2.4GHZ, 10 Core
Runtime:
5.6 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 | 54.5 | 50.1 | 0.0 | 415 (33.4) | 245 (19.7) | 37,937 | 195,242 | 62.3 | 89.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 8.5 | 2,449 (39.3) | 2,580 (41.4) |
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 | 70.3 | 60.7 | 0.0 | 306 | 65 | 9,853 | 70,499 | 74.3 | 95.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 4.7 | 952 | 998 |
| MOT20-06 | 36.4 | 35.0 | 0.0 | 44 | 97 | 14,844 | 68,745 | 48.2 | 81.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 14.7 | 785 | 810 |
| MOT20-07 | 59.0 | 51.4 | 0.0 | 45 | 10 | 2,225 | 11,133 | 66.4 | 90.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 3.8 | 202 | 223 |
| MOT20-08 | 27.2 | 33.0 | 0.0 | 20 | 73 | 11,015 | 44,865 | 42.1 | 74.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 100.0 | 13.7 | 510 | 549 |
Raw data: