Table 4. Results of particle detection using the MPP, supervised (F-RCNN), and weakly supervised (LCFCN) methods. Ground truth is given on the same dataset by two experts.
Method | Annotation of 1st expert | Annotation of 2nd expert | ||||
---|---|---|---|---|---|---|
ObjectMPP | F-RCNN | LCFCN | ObjectMPP | F-RCNN | LCFCN | |
Precision | 64.27% | 80.92 % | 52.02% | 61.55% | 68.49 % | 57.79% |
Recall | 72.92% | 86.13% | 94.71 % | 89.21% | 95.94 % | 81.43% |
F1 score | 67.98% | 82.75 % | 66.73% | 72.19% | 79.51 % | 67.18% |