Metric: Mean IoU (higher is better)
| # | Model↕ | Mean IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SkyScapesNet-Dense | 40.13 | No | - | - | - |
| 2 | DeepLabv3+ | 38.2 | No | Encoder-Decoder with Atrous Separable Convolutio... | 2018-02-07 | Code |
| 3 | FCN8s (ResNet-50) | 33.06 | No | Fully Convolutional Networks for Semantic Segmen... | 2014-11-14 | Code |
| 4 | BiSeNet (ResNet-50) | 30.82 | No | BiSeNet: Bilateral Segmentation Network for Real... | 2018-08-02 | Code |
| 5 | DenseASPP (ResNet-101) | 24.73 | No | - | - | Code |
| 6 | SegNet | 23.14 | No | SegNet: A Deep Convolutional Encoder-Decoder Arc... | 2015-11-02 | Code |
| 7 | U-Net | 14.15 | No | U-Net: Convolutional Networks for Biomedical Ima... | 2015-05-18 | Code |