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SotA/Computer Vision/Few-Shot Semantic Segmentation/COCO-20i (2-way 1-shot)

Few-Shot Semantic Segmentation on COCO-20i (2-way 1-shot)

Metric: mIoU (higher is better)

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#Model↕mIoU▼Extra DataPaperDate↕Code
1Label Anything (Vit-B/16-SAM)34.6YesLabel Anything: Multi-Class Few-Shot Semantic Se...2024-07-02Code
2Label Anything (ViT-B/16-MAE)31.9NoLabel Anything: Multi-Class Few-Shot Semantic Se...2024-07-02Code
3DCAMA (Swin-B)31.7NoDense Cross-Query-and-Support Attention Weighted...2022-07-18Code
4MFNet (ResNet-50)24.1NoMFNet: Multi-class Few-shot Segmentation Network...2021-10-30-
5PPNet (ResNet-50)20.4NoPart-aware Prototype Network for Few-shot Semant...2020-07-13Code
6PANet (ResNet-50)18NoPANet: Few-Shot Image Semantic Segmentation with...2019-08-18Code