| Paper | Code | Dice | IoU | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| MedCAGD: Context-Aware Gated Decoder for Robust Medical Image Segmentation | ✓ Link | 0.8347 | MedCAGD | 2026-09-08 | |
| AD-GBC: Anisotropic Granular-Ball Skip-Connection Refiner for UNet-Based Medical Image Segmentation | ✓ Link | 0.8212 | 0.6986 | U-KAN + AD-GBC | 2026-06-03 |
| GeoSemba: Reconstructing State Space Model for Cross Paradigm Representation in Medical Image Segmentation | ✓ Link | 0.821 | 0.737 | GeoSemba | 2026-06-03 |
| PMRNet: Physics-informed Multi-scale Refinement Network for Medical Image Segmentation | ✓ Link | 0.8188 | 0.7356 | PMRNet | 2026-06-03 |
| Take the Bull by the Horns: Learning to Segment Hard Samples | ✓ Link | 0.8182 | 0.7327 | L2S | 2025-06-11 |
| LightMIS: Ultra-Lightweight Medical Image Segmentation Without a Stage-Wise Decoder | ✓ Link | 0.8016 | 0.7228 | LightMIS | 2026-09-24 |