Semantic Segmentation on WHU-OPT-SAR
49.58mIoUEDC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EDCPara (M)=108.36, GMAC=10.74, Thrp.=971.2, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 49.58 | — | |
| EDCfull model=true2026.03 | 49.58 | 61.67 | |
| CloudSegPara (M)=203.21, GMAC=16.25, Thrp.=491.2, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 48.7 | — | |
| CloudSeg2026.03 | 48.7 | 59.69 | |
| EDC*auxiliary cloud removal branch=false, teacher-guided distillation=false2026.03 | 48.11 | 59.87 | |
| FTransUNetPara (M)=203.40, GMAC=21.90, Thrp.=410.39, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 46.28 | — | |
| FTransUNet2026.03 | 46.28 | 57.47 | |
| CMXPara (M)=66.57, GMAC=5.58, Thrp.=968.3, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 41.15 | — | |
| CMX2026.03 | 41.15 | 52.16 | |
| DCSA-NetPara (M)=80.01, GMAC=8.17, Thrp.=275.30, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 37.63 | — | |
| DCSA-Net2026.03 | 37.63 | 47.28 | |
| AMM-FuseNetPara (M)=62.30, GMAC=43.21, Thrp.=464.3, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 35.24 | — | |
| AMM-FuseNet2026.03 | 35.24 | 53.97 | |
| MCANetPara (M)=131.76, GMAC=11.90, Thrp.=952.3, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 31.66 | — | |
| MCANet2026.03 | 31.66 | 41.19 |