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SotA/Methodology/Few-Shot Learning/COCO-20i (5-shot)

Few-Shot Learning on COCO-20i (5-shot)

Metric: Mean Base and Novel (higher is better)

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#Model↕Mean Base and Novel▼AugmentationsPaperDate↕Code
1VisualPromptGFSS42.48NoVisual Prompting for Generalized Few-shot Segmen...2024-04-17Code
2POP(ResNet-50)42.44No--Code
3BCM (ResNet-50)40.24No--Code
4DIaM (ResNet-50)38.55NoA Strong Baseline for Generalized Few-Shot Seman...2022-11-25Code
5CAPL (ResNet-50)28.15NoGeneralized Few-shot Semantic Segmentation2020-10-11Code