2-way Few-shot Semantic Segmentation on PASCAL-5^i SBD augmented (cross-validation)
61.3Mean ScorePPNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PPNetBackbone=RN50, Shots=5-shot2020.07 | 61.3 | 55.54 | 67.26 | 64.36 | 58.02 | |
| PPNet (w/o unlabeled data)Backbone=RN50, Shots=5-shot2020.07 | 60.59 | 55.34 | 66.38 | 63.79 | 56.85 | |
| PANet (author implementation)Backbone=RN50, Shots=5-shot2020.07 | 58 | 54.65 | 64.8 | 57.61 | 54.94 | |
| PANetBackbone=VGG16, Shots=5-shot2020.07 | 53.1 | — | — | — | — | |
| PPNetBackbone=RN50, Shots=1-shot2020.07 | 51.65 | 47.36 | 58.34 | 52.71 | 48.18 | |
| PPNet (w/o unlabeled data)Backbone=RN50, Shots=1-shot2020.07 | 50.24 | 45.63 | 58 | 51.65 | 45.69 | |
| PANet (author implementation)Backbone=RN50, Shots=1-shot2020.07 | 48.33 | 42.82 | 56.28 | 48.72 | 45.53 | |
| PANetBackbone=VGG16, Shots=1-shot2020.07 | 45.1 | — | — | — | — | |
| MetaSegNetBackbone=RN9, Shots=5-shot2020.07 | 43.3 | 41.9 | 41.75 | 46.31 | 43.63 |