Partially Supervised Instance Segmentation on COCO (val)
37.6APShapeMask
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ShapeMaskSupervision level=Oracle, Backbone=NAS-FPN2020.07 | 37.6 | 57.7 | 40.2 | 20.1 | 44.4 | 51.1 | |
| CPMaskSupervision level=Oracle2020.07 | 37.6 | 58.2 | 40.2 | 19.9 | 42.6 | 54.2 | |
| ShapeMaskSupervision level=Oracle2020.07 | 35 | 53.9 | 37.5 | 17.3 | 41 | 49 | |
| Mask^X R-CNNSupervision level=Oracle2020.07 | 34.4 | 55.2 | 36.3 | 15.5 | 39 | 52.6 | |
| CPMaskSupervision level=Partial2020.07 | 34 | 53.7 | 36.5 | 18.5 | 38.9 | 47.4 | |
| ShapeMaskSupervision level=Partial, Backbone=NAS-FPN2020.07 | 33.2 | 53.1 | 35 | 18.3 | 40.2 | 43.3 | |
| ShapeMaskSupervision level=Partial2020.07 | 30.2 | 49.3 | 31.5 | 16.1 | 38.2 | 38.4 | |
| Mask^X R-CNNSupervision level=Partial2020.07 | 23.8 | 42.9 | 23.5 | 12.7 | 28.1 | 33.5 | |
| Mask GrabCutSupervision level=Partial2020.07 | 19.7 | 39.7 | 17 | 6.4 | 21.2 | 35.8 | |
| Mask R-CNNSupervision level=Partial2020.07 | 18.5 | 34.8 | 18.1 | 11.3 | 23.4 | 21.7 |