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SotA/Methodology/Few-Shot Learning/FSS-1000 (5-shot)

Few-Shot Learning on FSS-1000 (5-shot)

Metric: FB-IoU (higher is better)

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#Model↕FB-IoU▼AugmentationsPaperDate↕Code
1VAT (ResNet-101)94.4NoCost Aggregation with 4D Convolutional Swin Tran...2022-07-22Code
2VAT (ResNet-50)94.2NoCost Aggregation with 4D Convolutional Swin Tran...2022-07-22Code
3DCAMA (Swin-B)94.1NoDense Cross-Query-and-Support Attention Weighted...2022-07-18Code
4DCAMA (ResNet-101)93.1NoDense Cross-Query-and-Support Attention Weighted...2022-07-18Code
5DCAMA (ResNet-50)92.9NoDense Cross-Query-and-Support Attention Weighted...2022-07-18Code