Metric: Dice (higher is better)
| # | Model↕ | Dice▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | H-DenseUnet Liver | 96.5 | No | H-DenseUNet: Hybrid Densely Connected UNet for L... | 2017-09-21 | Code |
| 2 | KiU-Net 3D | 94.23 | No | KiU-Net: Overcomplete Convolutional Architecture... | 2020-10-04 | Code |
| 3 | U-Net LiS (MICCAI 17) | 94 | No | Liver Lesion Segmentation with slice-wise 2D Tir... | 2019-05-09 | Code |
| 4 | Polar U-Net | 93.02 | No | - | - | Code |
| 5 | Semantic Genesis | 92.27 | No | Learning Semantics-enriched Representation via S... | 2020-07-14 | Code |
| 6 | ModelGenesis | 91.13 | No | Models Genesis: Generic Autodidactic Models for ... | 2019-08-19 | Code |
| 7 | PVTFormer | 86.78 | No | CT Liver Segmentation via PVT-based Encoding and... | 2024-01-17 | Code |
| 8 | H-DenseUnet Lession | 82.4 | No | H-DenseUNet: Hybrid Densely Connected UNet for L... | 2017-09-21 | Code |
| 9 | UNet 3+ | 0.9675 | No | UNet 3+: A Full-Scale Connected UNet for Medical... | 2020-04-19 | Code |
| 10 | UNet 3+ w/o DS | 0.958 | No | UNet 3+: A Full-Scale Connected UNet for Medical... | 2020-04-19 | Code |