Road Segmentation on CHN6-CUG
69.08mIoUSED
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SEDBackbone=ConvNeXt-B, Type=OVS2026.04 | 69.08 | — | — | — | — | 81.7 | |
| SANBackbone=ViT-L, Type=OVS2026.04 | 67.84 | — | — | — | — | 85.07 | |
| FCCLIPBackbone=ConvNeXt-L, Type=OVS2026.04 | 67.58 | — | — | — | — | 76.57 | |
| FCCLIPBackbone=ConvNeXt-B, Type=OVS2026.04 | 67.26 | — | — | — | — | 82.49 | |
| SEDBackbone=ConvNeXt-L, Type=OVS2026.04 | 67.1 | — | — | — | — | 76.35 | |
| Pi-SegBackbone=ViT-L, Type=OVRSIS2026.04 | 66.9 | — | — | — | — | 88.72 | |
| SCANBackbone=ViT-L, Type=OVS2026.04 | 66.03 | — | — | — | — | 80.73 | |
| EOV-SEGBackbone=ConvNeXt-B, Type=OVS2026.04 | 64.81 | — | — | — | — | 81.51 | |
| EOV-SEGBackbone=ConvNeXt-L, Type=OVS2026.04 | 64.11 | — | — | — | — | 73.47 | |
| GSNETBackbone=ViT-L, Type=OVRSIS2026.04 | 63.27 | — | — | — | — | 89.97 | |
| Pi-SegBackbone=ViT-B, Type=OVRSIS2026.04 | 62.12 | — | — | — | — | 81.75 | |
| RSKT-SEGBackbone=ViT-B, Type=OVRSIS2026.04 | 57.3 | — | — | — | — | 85.1 | |
| RSKT-SEGBackbone=ViT-L, Type=OVRSIS2026.04 | 57.05 | — | — | — | — | 89.19 | |
| OVRSBackbone=ViT-L, Type=OVRSIS2026.04 | 56 | — | — | — | — | 88.81 | |
| CAT-SEGBackbone=ViT-L, Type=OVS2026.04 | 54.07 | — | — | — | — | 88.76 | |
| FORCE-NetRoad Reconstruction (ARR)=true2026.03 | 51.81 | 61.45 | 73.72 | 63.89 | — | — | |
| FORCE-NetRoad Reconstruction (ARR)=false2026.03 | 51.31 | 60.39 | 74.3 | 63.2 | — | — | |
| D-LinkNet2026.03 | 50.02 | 58.75 | 72.76 | 61.94 | — | — | |
| FRCFNet2026.03 | 49.28 | 58.72 | 71.36 | 61.17 | — | — | |
| OVRSBackbone=ViT-B, Type=OVRSIS2026.04 | 49.1 | — | — | — | — | 84.46 | |
| CAT-SEGBackbone=ViT-B, Type=OVS2026.04 | 48.19 | — | — | — | — | 84.91 | |
| GSNETBackbone=ViT-B, Type=OVRSIS2026.04 | 46.83 | — | — | — | — | 84.78 | |
| RCFSNet2026.03 | 46.79 | 63.25 | 62.47 | 58.67 | — | — | |
| SGCNNet2026.03 | 46.36 | 52.42 | 74.7 | 58.06 | — | — | |
| SANBackbone=ViT-B, Type=OVS2026.04 | 44.9 | — | — | — | — | 77.4 | |
| SCANBackbone=ViT-B, Type=OVS2026.04 | 43.87 | — | — | — | — | 83.23 | |
| MACUNet2026.03 | 43.26 | 52.35 | 69.67 | 55.29 | — | — | |
| SegEarth-OVBackbone=ViT-B, Type=OVRSIS (TF)2026.04 | 35.4 | — | — | — | — | — | |
| LinkNet2026.03 | 33.93 | 37.39 | 73.03 | 44.97 | — | — | |
| MaskCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 28.1 | — | — | — | — | — | |
| ClearCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 25.5 | — | — | — | — | — | |
| SCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 21.1 | — | — | — | — | — | |
| GEMBackbone=ViT-B, Type=OVS (TF)2026.04 | 13.4 | — | — | — | — | — | |
| CLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 7.7 | — | — | — | — | — | |
| ClearCLIP2026.03 | — | — | — | — | 25.2 | — | |
| CLIP2026.03 | — | — | — | — | 3.74 | — | |
| ConInfer2026.03 | — | — | — | — | 40 | — | |
| GEM2026.03 | — | — | — | — | 22.4 | — | |
| MaskCLIP2026.03 | — | — | — | — | 16.93 | — | |
| MaskCLIP*configuration=baseline2026.03 | — | — | — | — | 29.12 | — | |
| SCLIP2026.03 | — | — | — | — | 13.86 | — | |
| SegEarth-OV2026.03 | — | — | — | — | 35.13 | — |