1-way segmentation on COCO-20i
51.5mIoU (Fold 0)Oracle-RePRI
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Oracle-RePRIBackbone=ResNet50, Shots=5-shot2020.12 | 51.5 | 60.8 | 54.7 | 55.2 | 55.5 | |
| Oracle-RePRIBackbone=ResNet50, Shots=1-shot2020.12 | 49.3 | 51.4 | 38.2 | 41.6 | 45.1 | |
| PPNetBackbone=ResNet50, Shots=5-shot2020.12 | 48.3 | 30.9 | 35.7 | 30.2 | 36.2 | |
| RePRIBackbone=ResNet50, Shots=5-shot2020.12 | 38.5 | 46.2 | 40 | 43.6 | 42.1 | |
| PFENetBackbone=ResNet50, Shots=1-shot2020.12 | 36.5 | 38.6 | 34.5 | 33.8 | 35.8 | |
| PFENetBackbone=ResNet50, Shots=5-shot2020.12 | 36.5 | 43.3 | 37.8 | 38.4 | 39 | |
| PPNetBackbone=ResNet50, Shots=1-shot2020.12 | 34.5 | 25.4 | 24.3 | 18.6 | 25.7 | |
| RPMMBackbone=ResNet50, Shots=5-shot2020.12 | 33.8 | 42 | 33 | 33.3 | 35.5 | |
| RePRIBackbone=ResNet50, Shots=1-shot2020.12 | 31.2 | 38.1 | 33.3 | 33 | 34 | |
| RPMMBackbone=ResNet50, Shots=1-shot2020.12 | 29.5 | 36.8 | 29 | 27 | 30.6 | |
| FAPIS# shots=52021.03 | 20.2 | 20 | 20.4 | 24.3 | 21.2 | |
| FAPIS# shots=12021.03 | 18.8 | 17.7 | 18.2 | 21.4 | 19 | |
| YOLACT# shots=52021.03 | 17.6 | 18.4 | 17.9 | 21.8 | 18.9 | |
| Siamese M-RCNN# shots=52021.03 | 17.5 | 18.5 | 18.2 | 22.4 | 19.2 | |
| Meta-RCNN# shots=52021.03 | 17.4 | 17.8 | 17.7 | 21.3 | 18.6 | |
| YOLACT# shots=12021.03 | 16.8 | 16.5 | 16.1 | 19 | 17.1 | |
| Siamese M-RCNN# shots=12021.03 | 16.6 | 16.6 | 16.3 | 19.3 | 17.2 | |
| Meta-RCNN# shots=12021.03 | 16 | 16.1 | 15.8 | 18.6 | 16.6 |