Multi-task (Building, Road, Flood) on Average
69.18mIoUPi-Seg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Pi-SegBackbone=ViT-B, Type=OVRSIS2026.04 | 69.18 | 81.79 | |
| Pi-SegBackbone=ViT-L, Type=OVRSIS2026.04 | 68.77 | 87.19 | |
| GSNETBackbone=ViT-L, Type=OVRSIS2026.04 | 66.27 | 87.38 | |
| SANBackbone=ViT-L, Type=OVS2026.04 | 65.54 | 81.68 | |
| SEDBackbone=ConvNeXt-B, Type=OVS2026.04 | 64.9 | 80.25 | |
| SCANBackbone=ViT-L, Type=OVS2026.04 | 64.74 | 78.86 | |
| CAT-SEGBackbone=ViT-L, Type=OVS2026.04 | 64.59 | 87.29 | |
| FCCLIPBackbone=ConvNeXt-B, Type=OVS2026.04 | 64.4 | 83.15 | |
| OVRSBackbone=ViT-L, Type=OVRSIS2026.04 | 64.26 | 82.97 | |
| RSKT-SEGBackbone=ViT-B, Type=OVRSIS2026.04 | 62.69 | 80.65 | |
| SEDBackbone=ConvNeXt-L, Type=OVS2026.04 | 62.14 | 78.46 | |
| EOV-SEGBackbone=ConvNeXt-B, Type=OVS2026.04 | 61.96 | 81.07 | |
| OVRSBackbone=ViT-B, Type=OVRSIS2026.04 | 61.81 | 79.94 | |
| CAT-SEGBackbone=ViT-B, Type=OVS2026.04 | 61.7 | 83.41 | |
| FCCLIPBackbone=ConvNeXt-L, Type=OVS2026.04 | 61.65 | 81.22 | |
| EOV-SEGBackbone=ConvNeXt-L, Type=OVS2026.04 | 59.38 | 78.3 | |
| GSNETBackbone=ViT-B, Type=OVRSIS2026.04 | 57.9 | 83.4 | |
| SANBackbone=ViT-B, Type=OVS2026.04 | 55.97 | 79.07 | |
| SCANBackbone=ViT-B, Type=OVS2026.04 | 54.65 | 79.07 | |
| RSKT-SEGBackbone=ViT-L, Type=OVRSIS2026.04 | 54.63 | 78.66 | |
| SegEarth-OVBackbone=ViT-B, Type=OVRSIS (TF)2026.04 | 34.21 | — | |
| ClearCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 25.03 | — | |
| MaskCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 24.32 | — | |
| SCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 21.97 | — | |
| GEMBackbone=ViT-B, Type=OVS (TF)2026.04 | 17.99 | — | |
| CLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 11 | — |