Metric: Mean IoU (higher is better)
| # | Model↕ | Mean IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | U-Net (ConvFormer-M36) | 89.45 | No | - | - | - |
| 2 | AerialFormer-B | 89.1 | No | AerialFormer: Multi-resolution Transformer for A... | 2023-06-12 | Code |
| 3 | DC-Swin | 87.56 | Yes | A Novel Transformer Based Semantic Segmentation ... | 2021-04-25 | Code |
| 4 | FT-UNetFormer | 87.5 | Yes | UNetFormer: A UNet-like Transformer for Efficien... | 2021-09-18 | Code |
| 5 | LSKNet-S | 87.2 | No | LSKNet: A Foundation Lightweight Backbone for Re... | 2024-03-18 | Code |
| 6 | UNetFormer | 86.8 | Yes | UNetFormer: A UNet-like Transformer for Efficien... | 2021-09-18 | Code |
| 7 | PSPNet (SAP) | 74.3 | No | Stochastic Subsampling With Average Pooling | 2024-09-25 | - |