| Paper | Code | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| Dynamic Dictionary Learning for Remote Sensing Image Segmentation | ✓ Link | 51.96 | D2LS | 2025-03-09 |
| SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation | ✓ Link | 51.21 | SFA-Net | 2024-09-03 |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | ✓ Link | 50.86 | KTDA | 2024-12-09 |
| SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers | ✓ Link | 48.29 | SegFormer | 2021-05-31 |
| U-Net: Convolutional Networks for Biomedical Image Segmentation | ✓ Link | 48.17 | UNet | 2015-05-18 |
| Pyramid Scene Parsing Network | ✓ Link | 47.95 | PSPNet | 2016-12-04 |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | ✓ Link | 47.95 | DeepLabv3+ | 2018-02-07 |
| DINOv2: Learning Robust Visual Features without Supervision | ✓ Link | 47.57 | DINOv2 | 2023-04-14 |
| Fully Convolutional Networks for Semantic Segmentation | ✓ Link | 47.47 | FCN | 2014-11-14 |
| Masked-attention Mask Transformer for Universal Image Segmentation | ✓ Link | 44.93 | Mask2Former | 2021-12-02 |