10-shot image generation on Kvasir-SEG
Metric: mIoU (higher is better)
Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SSFormer-S + PRN | 0.891 | No | PatchRefineNet: Improving Binary Segmentation by... | 2022-11-12 | Code |
| 2 | PVT-CASCADE | 0.8776 | No | - | - | Code |
| 3 | KDAS | 0.848 | No | KDAS: Knowledge Distillation via Attention Super... | 2023-12-13 | Code |
| 4 | TGA-Net | 0.833 | No | TGANet: Text-guided attention for improved polyp... | 2022-05-09 | Code |
| 5 | PEFNet | 0.8163 | No | Multi Kernel Positional Embedding ConvNeXt for P... | 2023-01-17 | Code |
| 6 | TransNetR | 0.8016 | No | TransNetR: Transformer-based Residual Network fo... | 2023-03-13 | Code |
| 7 | ResUNet++ | 0.7927 | No | ResUNet++: An Advanced Architecture for Medical ... | 2019-11-16 | Code |