📊 Showing 6 results | 📏 Metric: Avg DSC
| Rank | Model | Paper | Avg DSC | Date | Code |
|---|---|---|---|---|---|
| 1 | MERIT | Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation | 84.90 | 2023-03-29 | 📦 SLDGroup/MERIT |
| 2 | MERIT-GCASCADE | G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation | 84.54 | 2023-10-24 | 📦 SLDGroup/G-CASCADE |
| 3 | RWKV-UNet | RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation | 84.02 | 2025-01-14 | 📦 juntaojianggavin/rwkv-unet |
| 4 | EMCAD | EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation | 83.63 | 2024-05-11 | 📦 sldgroup/emcad |
| 5 | PVT-GCASCADE | G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation | 83.28 | 2023-10-24 | 📦 SLDGroup/G-CASCADE |
| 6 | 3D Att-UNet-MTL-TSOL | Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks | 82.00 | 2022-10-09 | 📦 samra-irshad/3d-boundary-constrained-networks |