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SotA/Methodology/Few-Shot Learning/COCO-20i (1-shot)

Few-Shot Learning on COCO-20i (1-shot)

Metric: Mean Base and Novel (higher is better)

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#Model↕Mean Base and Novel▼AugmentationsPaperDate↕Code
1VisualPromptGFSS36.05NoVisual Prompting for Generalized Few-shot Segmen...2024-04-17Code
2POP(ResNet-50)35.01No--Code
3BCM (ResNet-50)33.85No--Code
4DIaM (ResNet-50)32.75NoA Strong Baseline for Generalized Few-Shot Seman...2022-11-25Code
5CCA (ResNet-50)27.86NoHarmonizing Base and Novel Classes: A Class-Cont...2023-03-24Code
6CAPL (ResNet-50)25.83NoGeneralized Few-shot Semantic Segmentation2020-10-11Code