Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
SY-net mask evaluation results obtained with the COCO2017 dataset.
| Method | FPS | mAP | AP50 | AP75 | APS | APM | APL |
|---|---|---|---|---|---|---|---|
| Mask-R-CNN | 8.6 | 35.7% | 58.0% | 37.8 | 15.5% | 38.1% | 52.4% |
| FCIS | 6.0 | 29.5% | 51.5% | 30.2% | 8.0% | 31.0% | 49.7% |
| RetinaMask | 4.7 | 36.6% | 55.4% | 36.9% | 14.3% | 36.7% | 50.5% |
| YOLACT | 33.5 | 29.8% | 48.5% | 31.2% | 9.9% | 31.3% | 47.7% |
| SY-net (ours) | 16.2 | 33.7% | 55.3% | 34.9% | 16.5% | 36.0% | 52.7% |
