Flood Detection on WBS-SI
0.799mIoUPi-Seg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Pi-SegBackbone=ViT-L, Type=OVRSIS2026.04 | 0.799 | — | — | 88.84 | |
| Pi-SegBackbone=ViT-B, Type=OVRSIS2026.04 | 0.7849 | — | — | 86.41 | |
| SCANBackbone=ViT-L, Type=OVS2026.04 | 0.77 | — | — | 87.84 | |
| CAT-SEGBackbone=ViT-L, Type=OVS2026.04 | 0.7656 | — | — | 88.54 | |
| OVRSBackbone=ViT-L, Type=OVRSIS2026.04 | 0.7578 | — | — | 86.19 | |
| OVRSBackbone=ViT-B, Type=OVRSIS2026.04 | 0.7395 | — | — | 83.42 | |
| SANBackbone=ViT-L, Type=OVS2026.04 | 0.7295 | — | — | 86.86 | |
| CAT-SEGBackbone=ViT-B, Type=OVS2026.04 | 0.7191 | — | — | 85.38 | |
| GSNETBackbone=ViT-L, Type=OVRSIS2026.04 | 0.7154 | — | — | 87.25 | |
| RSKT-SEGBackbone=ViT-B, Type=OVRSIS2026.04 | 0.7066 | — | — | 84.93 | |
| SEDBackbone=ConvNeXt-B, Type=OVS2026.04 | 0.6996 | — | — | 80.84 | |
| SegEarth-OVResolution=448 x 4482024.10 | 0.602 | — | — | — | |
| SegEarth-OVBackbone=ViT-B, Type=OVRSIS (TF)2026.04 | 0.602 | — | — | — | |
| FCCLIPBackbone=ConvNeXt-B, Type=OVS2026.04 | 0.5974 | — | — | 79.68 | |
| GSNETBackbone=ViT-B, Type=OVRSIS2026.04 | 0.5912 | — | — | 82.01 | |
| SegEarth-OVResolution=896 x 8962024.10 | 0.579 | — | — | — | |
| SegEarth-OVTraining Protocol=Trained on remote sensing data, Input Resolution=896x8962026.02 | 0.579 | — | — | — | |
| FCCLIPBackbone=ConvNeXt-L, Type=OVS2026.04 | 0.5774 | — | — | 79.98 | |
| EOV-SEGBackbone=ConvNeXt-B, Type=OVS2026.04 | 0.5771 | — | — | 75.52 | |
| SCANBackbone=ViT-B, Type=OVS2026.04 | 0.5663 | — | — | 73.42 | |
| CLIP-SAMTraining Protocol=Zero-shot, Input Resolution=896x8962026.02 | 0.563 | — | — | — | |
| EOV-SEGBackbone=ConvNeXt-L, Type=OVS2026.04 | 0.5619 | — | — | 76.31 | |
| SANBackbone=ViT-B, Type=OVS2026.04 | 0.528 | — | — | 79.98 | |
| SEDBackbone=ConvNeXt-L, Type=OVS2026.04 | 0.5155 | — | — | 75.64 | |
| ClearCLIPResolution=448 x 4482024.10 | 0.449 | — | — | — | |
| ClearCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 0.449 | — | — | — | |
| MaskCLIPResolution=448 x 4482024.10 | 0.398 | — | — | — | |
| MaskCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 0.398 | — | — | — | |
| GEMResolution=448 x 4482024.10 | 0.395 | — | — | — | |
| GEMBackbone=ViT-B, Type=OVS (TF)2026.04 | 0.395 | — | — | — | |
| RSKT-SEGBackbone=ViT-L, Type=OVRSIS2026.04 | 0.3478 | — | — | 68.26 | |
| SCLIPResolution=448 x 4482024.10 | 0.321 | — | — | — | |
| SCLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 0.321 | — | — | — | |
| CLIPResolution=448 x 4482024.10 | 0.186 | — | — | — | |
| CLIPBackbone=ViT-B, Type=OVS (TF)2026.04 | 0.186 | — | — | — | |
| ClearCLIPTraining/Evaluation Protocol=Zero-shot2026.02 | — | 0.449 | — | — | |
| ClearCLIP2026.03 | — | — | 46.55 | — | |
| CLIPTraining/Evaluation Protocol=Zero-shot2026.02 | — | 0.186 | — | — | |
| CLIP2026.03 | — | — | 8.98 | — | |
| ConInfer2026.03 | — | — | 61.38 | — | |
| GEMTraining/Evaluation Protocol=Zero-shot2026.02 | — | 0.395 | — | — | |
| GEM2026.03 | — | — | 50.64 | — | |
| MaskCLIPTraining/Evaluation Protocol=Zero-shot2026.02 | — | 0.398 | — | — | |
| MaskCLIP2026.03 | — | — | 40.3 | — | |
| MaskCLIP*configuration=baseline2026.03 | — | — | 52.57 | — | |
| OursTraining/Evaluation Protocol=Zero-shot2026.02 | — | 0.583 | — | — | |
| SCLIPTraining/Evaluation Protocol=Zero-shot2026.02 | — | 0.321 | — | — | |
| SCLIP2026.03 | — | — | 42.91 | — | |
| SegEarth-OVTraining/Evaluation Protocol=Trained on remote sensing data2026.02 | — | 0.602 | — | — | |
| SegEarth-OV2026.03 | — | — | 57.38 | — |