SORTS: A Simple, Online and Realtime Tracker with Segmentation
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Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOTS |
Short name:
SORTS
Description:
Reference:
M. Ahrnbom, M. Nilsson, H. Ard"o. Real-time and Online Segmentation Multi-target Tracking with Track Revival Re-identification.. In VISIGRAPP (5: VISAPP), 2021.
Last submitted:
September 07, 2020 (3 years ago)
Published:
October 14, 2020 at 11:56:26 CET
Submissions:
3
Project page / code:
Open source:
Yes
Hardware:
3.2 GHz, 6 cores
Runtime:
54.5 Hz
Benchmark performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS | 55.0 | 57.3 | 68.3 | 81.9 | 70.0 | 107 (32.6) | 52 (15.9) | 23,671 | 1,076 | 8,598 | 73.4 | 95.7 | 552 (752.5) | 577 (786.6) |
Detailed performance:
| Sequence | sMOTSA | IDF1 | MOTSA | MOTSP | MODSA | MT | ML | TP | FP | FN | Rcll | Prcn | ID Sw. | Frag |
| MOTS20-01 | 48.9 | 53.0 | 65.7 | 78.5 | 66.9 | 7 | 0 | 2,433 | 354 | 673 | 78.3 | 87.3 | 37 | 47 |
| MOTS20-06 | 59.1 | 57.4 | 70.2 | 85.1 | 73.6 | 65 | 28 | 7,358 | 137 | 2,456 | 75.0 | 98.2 | 327 | 271 |
| MOTS20-07 | 50.8 | 52.2 | 66.1 | 78.1 | 67.1 | 14 | 14 | 8,998 | 353 | 3,880 | 69.9 | 96.2 | 139 | 190 |
| MOTS20-12 | 60.2 | 69.0 | 71.1 | 85.6 | 71.9 | 21 | 10 | 4,882 | 232 | 1,589 | 75.4 | 95.5 | 49 | 69 |
Raw data:
