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SotA/Methodology/Few-Shot Learning/FSS-1000 (1-shot)

Few-Shot Learning on FSS-1000 (1-shot)

Metric: FB-IoU (higher is better)

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#Model↕FB-IoU▼AugmentationsPaperDate↕Code
1VAT (ResNet-101)94NoCost Aggregation with 4D Convolutional Swin Tran...2022-07-22Code
2VAT (ResNet-50)93.8NoCost Aggregation with 4D Convolutional Swin Tran...2022-07-22Code
3DCAMA (Swin-B)93.8NoDense Cross-Query-and-Support Attention Weighted...2022-07-18Code
4DCAMA (ResNet-50)92.5NoDense Cross-Query-and-Support Attention Weighted...2022-07-18Code
5DCAMA (ResNet-101)92.4NoDense Cross-Query-and-Support Attention Weighted...2022-07-18Code