Building Extraction on WHU Sat. II
70.18mIoUSED
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SEDBackbone=ConvNeXt-B, Type=OVS2026.04 | 70.18 | 88.1 | |
| SEDBackbone=ConvNeXt-L, Type=OVS2026.04 | 68.89 | 84.44 | |
| Pi-SegBackbone=ViT-B, Type=OVRSIS2026.04 | 66.16 | 89.01 | |
| FCCLIPBackbone=ConvNeXt-L, Type=OVS2026.04 | 62.8 | 87.08 | |
| FCCLIPBackbone=ConvNeXt-B, Type=OVS2026.04 | 61.13 | 90.8 | |
| EOV-SEGBackbone=ConvNeXt-L, Type=OVS2026.04 | 60.92 | 84.71 | |
| RSKT-SEGBackbone=ViT-B, Type=OVRSIS2026.04 | 60.75 | 91.11 | |
| EOV-SEGBackbone=ConvNeXt-B, Type=OVS2026.04 | 60.67 | 90.54 | |
| Pi-SegBackbone=ViT-L, Type=OVRSIS2026.04 | 58.7 | 93.01 | |
| GSNETBackbone=ViT-L, Type=OVRSIS2026.04 | 58.57 | 92.66 | |
| SANBackbone=ViT-B, Type=OVS2026.04 | 58.13 | 83.22 | |
| SCANBackbone=ViT-L, Type=OVS2026.04 | 57.52 | 85.39 | |
| CAT-SEGBackbone=ViT-L, Type=OVS2026.04 | 56.26 | 92.25 | |
| RSKT-SEGBackbone=ViT-L, Type=OVRSIS2026.04 | 55.63 | 55.63 | |
| OVRSBackbone=ViT-L, Type=OVRSIS2026.04 | 54.6 | 91.53 | |
| SANBackbone=ViT-L, Type=OVS2026.04 | 54.18 | 91.29 | |
| SCANBackbone=ViT-B, Type=OVS2026.04 | 53.88 | 87.24 | |
| OVRSBackbone=ViT-B, Type=OVRSIS2026.04 | 53.46 | 86.61 | |
| CAT-SEGBackbone=ViT-B, Type=OVS2026.04 | 52.5 | 88.5 | |
| GSNETBackbone=ViT-B, Type=OVRSIS2026.04 | 46.15 | 86.64 | |
| SegEarth-OVBackbone=ViT-B, Type=OVRSIS (TF)2026.04 | 28.4 | — | |
| SCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 21 | — | |
| ClearCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 20.8 | — | |
| MaskCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 14 | — | |
| GEMBackbone=ViT-B, Type=OVS (TF)2026.04 | 13.6 | — | |
| CLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 3.5 | — |