Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | D2LS | 51.96 | No | Dynamic Dictionary Learning for Remote Sensing I... | 2025-03-09 | Code |
| 2 | SFA-Net | 51.21 | No | - | - | Code |
| 3 | KTDA | 50.86 | No | Knowledge Transfer and Domain Adaptation for Fin... | 2024-12-09 | Code |
| 4 | SegFormer | 48.29 | No | SegFormer: Simple and Efficient Design for Seman... | 2021-05-31 | Code |
| 5 | UNet | 48.17 | No | U-Net: Convolutional Networks for Biomedical Ima... | 2015-05-18 | Code |
| 6 | PSPNet | 47.95 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 7 | DeepLabv3+ | 47.95 | No | Encoder-Decoder with Atrous Separable Convolutio... | 2018-02-07 | Code |
| 8 | DINOv2 | 47.57 | No | DINOv2: Learning Robust Visual Features without ... | 2023-04-14 | Code |
| 9 | FCN | 47.47 | No | Fully Convolutional Networks for Semantic Segmen... | 2014-11-14 | Code |
| 10 | Mask2Former | 44.93 | No | Masked-attention Mask Transformer for Universal ... | 2021-12-02 | Code |