Metric: Average Dice (higher is better)
| # | Model↕ | Average Dice▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RaBiT | 0.94 | No | RaBiT: An Efficient Transformer using Bidirectio... | 2023-07-12 | Code |
| 2 | EMCAD | 0.9296 | No | EMCAD: Efficient Multi-scale Convolutional Atten... | 2024-05-11 | Code |
| 3 | TransResU-Net | 0.9154 | No | TransResU-Net: Transformer based ResU-Net for Re... | 2022-06-17 | Code |
| 4 | TGANet | 0.9023 | No | TGANet: Text-guided attention for improved polyp... | 2022-05-09 | Code |
| 5 | NeoUNet | 0.80723 | No | NeoUNet: Towards accurate colon polyp segmentati... | 2021-07-11 | - |
| 6 | FocalUNet | 0.8021 | No | Focal-UNet: UNet-like Focal Modulation for Medic... | 2022-12-19 | Code |
| 7 | BlazeNeo | 0.78802 | No | BlazeNeo: Blazing fast polyp segmentation and ne... | 2022-02-28 | Code |
| 8 | ColonSegNet | 0.6881 | No | Real-Time Polyp Detection, Localization and Segm... | 2020-11-15 | Code |