| Methods | Backbone | Epochs | Transfer | PA | MPA | MIoU | FWIoU |
| UNet | vgg16 | 50 | √ | 96.73% | 92.43% | 83.00% | 94.17% |
| PSPNet | resnet50 | 50 | √ | 93.64% | 82.99% | 70.90% | 89.42% |
| SegNet | convent | 50 | √ | 93.68% | 89.47% | 73.21% | 89.80% |
| FCN | mobilenet | 50 | √ | 96.47% | 89.15% | 80.86% | 92.91% |
| DeepLabv3+ | xception | 50 | √ | 95.72% | 85.20% | 77.28% | 92.35% |