| Paper | Code | Mean IoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes | 40.13 | SkyScapesNet-Dense | 2019-10-01 | |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | ✓ Link | 38.20 | DeepLabv3+ | 2018-02-07 |
| Fully Convolutional Networks for Semantic Segmentation | ✓ Link | 33.06 | FCN8s (ResNet-50) | 2014-11-14 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | ✓ Link | 30.82 | BiSeNet (ResNet-50) | 2018-08-02 |
| DenseASPP for Semantic Segmentation in Street Scenes | ✓ Link | 24.73 | DenseASPP (ResNet-101) | 2018-06-01 |
| SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | ✓ Link | 23.14 | SegNet | 2015-11-02 |
| U-Net: Convolutional Networks for Biomedical Image Segmentation | ✓ Link | 14.15 | U-Net | 2015-05-18 |