Instance Segmentation on COCO non-VOC novel categories 2017 (val)
10.3APCPMask
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CPMaskShots=20-shot2020.07 | 10.3 | 16.6 | 10.7 | 0.7 | 8 | 17.5 | |
| CPMaskShots=20-shot, Detector=Faster R-CNN2020.07 | 9.3 | 16 | 9.4 | 0.3 | 5.8 | 17.2 | |
| CPMaskShots=10-shot2020.07 | 7.1 | 12 | 7.2 | 0.3 | 5.5 | 12.2 | |
| CPMaskShots=10-shot, Detector=Faster R-CNN2020.07 | 6.5 | 11.6 | 6.3 | 0.3 | 4.1 | 11.9 | |
| Meta R-CNNShots=20-shot2020.07 | 6.4 | 14.8 | 4.4 | 0.7 | 4.9 | 9.3 | |
| Meta R-CNNShots=10-shot2020.07 | 4.4 | 10.6 | 3.3 | 0.5 | 3.6 | 7.2 | |
| Mask R-CNN-ftShots=20-shot2020.07 | 3.7 | 8.5 | 2.9 | 0.3 | 2.5 | 5.8 | |
| Mask R-CNN-ftShots=10-shot2020.07 | 1.9 | 4.7 | 1.3 | 0.2 | 1.4 | 3.2 |