Semantic Segmentation on AGR 5/6/7
97.2IoU (BG)UA-Net
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UA-Net2026.04 | 97.2 | 97.6 | 92.5 | 94.5 | 96.5 | 94.5 | 95.5 | 99 | 98.3 | 96.2 | 96.3 | 97.6 | 96.7 | 97.3 | |
| RN101-DLV3Backbone=ResNet-101, Architecture=DeepLabV32026.04 | 97 | 97.3 | 91.7 | 94.3 | 96.4 | 94.5 | 95.2 | 98.9 | 98.1 | 95.5 | 96.4 | 97.4 | 96.9 | 97.2 | |
| RN101-FCNBackbone=ResNet-101, Architecture=FCN2026.04 | 97 | 97.1 | 91.6 | 94.3 | 96.5 | 94.3 | 95.1 | 98.8 | 98.3 | 95.9 | 96.3 | 97.7 | 96.5 | 97.2 | |
| RN50-FCNBackbone=ResNet-50, Architecture=FCN2026.04 | 97 | 97.4 | 91.7 | 94.4 | 96.5 | 94.4 | 95.2 | 98.8 | 98.5 | 95.7 | 96.2 | 97.7 | 96.6 | 97.3 | |
| RN50-DLV3Backbone=ResNet-50, Architecture=DeepLabV32026.04 | 96.9 | 97.4 | 91.6 | 94.2 | 96.2 | 94.2 | 95.1 | 98.9 | 98.5 | 95.6 | 96.3 | 97.4 | 96.4 | 97.2 | |
| MN-LRASPPBackbone=MobileNet, Architecture=LRASPP2026.04 | 96.7 | 96.8 | 90.4 | 93.3 | 96 | 93.6 | 94.5 | 98.8 | 97.9 | 95.6 | 94.9 | 97.4 | 96.2 | 96.8 | |
| RU-Net2026.04 | 96.5 | 96.1 | 90.3 | 92.5 | 95.7 | 92.4 | 93.9 | 98.5 | 96.7 | 96.2 | 95.1 | 96.7 | 95.3 | 97.2 | |
| MN-DLV3Backbone=MobileNet, Architecture=DeepLabV32026.04 | 96.1 | 97.1 | 89.2 | 92.3 | 95 | 92 | 93.6 | 99 | 98.3 | 92.9 | 94.5 | 98.9 | 92.9 | 96.1 |