| Paper | Code | mDice | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Medical Image Segmentation via Cascaded Attention Decoding | ✓ Link | 0.9258 | 0.8776 | PVT-CASCADE | 2023-01-03 |
| KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation | ✓ Link | 0.913 | 0.848 | KDAS | 2023-12-13 |
| TGANet: Text-guided attention for improved polyp segmentation | ✓ Link | 0.8982 | 0.8330 | TGA-Net | 2022-05-09 |
| Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation | ✓ Link | 0.8818 | 0.8163 | PEFNet | 2023-01-17 |
| TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing | ✓ Link | 0.8706 | 0.8016 | TransNetR | 2023-03-13 |
| ResUNet++: An Advanced Architecture for Medical Image Segmentation | ✓ Link | 0.8133 | 0.7927 | ResUNet++ | 2019-11-16 |
| Kvasir-SEG: A Segmented Polyp Dataset | ✓ Link | 0.7877 | ResUNet | 2019-11-16 | |
| PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization | ✓ Link | 0.891 | SSFormer-S + PRN | 2022-11-12 |