Metric: Average MAE (lower is better)
| # | Model↕ | Average MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DuAT | 0.026 | No | DuAT: Dual-Aggregation Transformer Network for M... | 2022-12-21 | Code |
| 2 | Polyp-PVT | 0.031 | No | Polyp-PVT: Polyp Segmentation with Pyramid Visio... | 2021-08-16 | Code |
| 3 | KDAS | 0.032 | No | KDAS: Knowledge Distillation via Attention Super... | 2023-12-13 | Code |
| 4 | UACANet-S | 0.034 | No | UACANet: Uncertainty Augmented Context Attention... | 2021-07-06 | Code |
| 5 | COMMA (Res2Net-50) | 0.037 | No | - | - | - |
| 6 | UACANet-L | 0.039 | No | UACANet: Uncertainty Augmented Context Attention... | 2021-07-06 | Code |
| 7 | CaraNet | 0.042 | No | CaraNet: Context Axial Reverse Attention Network... | 2021-08-16 | Code |
| 8 | PraNet | 0.045 | No | PraNet: Parallel Reverse Attention Network for P... | 2020-06-13 | Code |