| Paper | Code | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts | ✓ Link | 34.6 | Label Anything (Vit-B/16-SAM) | 2024-07-02 |
| Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts | ✓ Link | 31.9 | Label Anything (ViT-B/16-MAE) | 2024-07-02 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | ✓ Link | 31.7 | DCAMA (Swin-B) | 2022-07-18 |
| MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning | 24.1 | MFNet (ResNet-50) | 2021-10-30 | |
| Part-aware Prototype Network for Few-shot Semantic Segmentation | ✓ Link | 20.4 | PPNet (ResNet-50) | 2020-07-13 |
| PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment | ✓ Link | 18.0 | PANet (ResNet-50) | 2019-08-18 |