Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CMX | 91.7 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 2 | SegFormer | 77.2 | No | SegFormer: Simple and Efficient Design for Seman... | 2021-05-31 | Code |
| 3 | DeepLabV3 | 70.7 | No | Rethinking Atrous Convolution for Semantic Image... | 2017-06-17 | Code |
| 4 | DeepLabV2 | 68.9 | No | DeepLab: Semantic Image Segmentation with Deep C... | 2016-06-02 | Code |
| 5 | PSPNet | 68.4 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 6 | FCN | 68.2 | No | Fully Convolutional Networks for Semantic Segmen... | 2014-11-14 | Code |
| 7 | UNet | 36.2 | No | U-Net: Convolutional Networks for Biomedical Ima... | 2015-05-18 | Code |