Semantic Segmentation on ISPRS Potsdam custom three-class setting
94.04IoU (Background)GMBFormer
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GMBFormerBackbone=MiT-B42026.06 | 94.04 | 79.48 | 77.65 | 93.48 | 83.72 | 90.97 | 90.86 | 90.74 | 90.97 | |
| SegFormer-B4Backbone=MiT-B42026.06 | 93.77 | 79.01 | 77.22 | 93.33 | 83.33 | 90.95 | 90.73 | 90.53 | 90.95 | |
| Swin-UPerNetBackbone=Swin-Base2026.06 | 93.74 | 78.61 | 76.43 | 93.2 | 82.93 | 90.46 | 90.48 | 90.49 | 90.46 | |
| Mask2FormerBackbone=ResNet-502026.06 | 92.9 | 76.58 | 75.2 | 92.51 | 81.56 | 89.42 | 89.63 | 89.85 | 89.42 | |
| DeepLabV3Backbone=ResNet-50-D82026.06 | 89.32 | 74.87 | 73.11 | 89.16 | 79.69 | 86.37 | 86.4 | 86.48 | 86.37 |