SORTS_ReID: A Simple, Online and Realtime Tracker with Segmentation + Revival ReID
MOTS20-12
Benchmark:
MOTS |
Short name:
SORTS_ReID
Description:
Reference:
Not yet published
Last submitted:
September 07, 2020 (4 years ago)
Published:
October 14, 2020 at 12:07:29 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
3.2 GHz, 6 cores and GTX 1080 Ti
Runtime:
36.4 Hz
Benchmark performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS | 55.8 | 65.8 | 69.1 | 81.9 | 70.0 | 107 (32.6) | 52 (15.9) | 23,671 | 1,076 | 8,598 | 73.4 | 95.7 | 304 (414.4) | 576 (785.2) |
Detailed performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS20-01 | 49.8 | 78.4 | 66.7 | 78.5 | 66.9 | 7 | 0 | 2,433 | 354 | 673 | 78.3 | 87.3 | 7 | 47 |
| MOTS20-06 | 60.7 | 63.1 | 71.8 | 85.1 | 73.6 | 65 | 28 | 7,358 | 137 | 2,456 | 75.0 | 98.2 | 172 | 271 |
| MOTS20-07 | 51.1 | 61.4 | 66.4 | 78.1 | 67.1 | 14 | 14 | 8,998 | 353 | 3,880 | 69.9 | 96.2 | 93 | 190 |
| MOTS20-12 | 60.5 | 72.1 | 71.4 | 85.6 | 71.9 | 21 | 10 | 4,882 | 232 | 1,589 | 75.4 | 95.5 | 32 | 68 |
Raw data:
