CCP: CCP for One-stage Multi-object Tracking and Segmentation
MOTS20-01
Benchmark:
MOTS |
Short name:
CCP
Description:
Reference:
TBD
Last submitted:
February 28, 2021 (3 years ago)
Published:
February 28, 2021 at 15:51:27 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
GPU
Runtime:
10.5 Hz
Benchmark performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS | 59.3 | 58.1 | 75.5 | 80.3 | 77.0 | 204 (62.2) | 32 (9.8) | 26,610 | 1,759 | 5,659 | 82.5 | 93.8 | 484 (586.9) | 645 (782.2) |
Detailed performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS20-01 | 69.1 | 65.5 | 87.0 | 80.4 | 87.8 | 10 | 0 | 2,845 | 119 | 261 | 91.6 | 96.0 | 24 | 37 |
| MOTS20-06 | 67.2 | 56.0 | 84.1 | 81.0 | 86.3 | 135 | 13 | 8,734 | 260 | 1,080 | 89.0 | 97.1 | 216 | 261 |
| MOTS20-07 | 49.5 | 49.8 | 67.1 | 76.6 | 68.6 | 19 | 8 | 9,717 | 879 | 3,161 | 75.5 | 91.7 | 192 | 270 |
| MOTS20-12 | 62.0 | 73.4 | 73.6 | 85.9 | 74.4 | 40 | 11 | 5,314 | 501 | 1,157 | 82.1 | 91.4 | 52 | 77 |
Raw data:
