Semantic Segmentation on M3M-CR
54.2mIoUEDC
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 | 54.2 | |
| CloudSegPara (M)=203.21, GMAC=16.25, Thrp.=491.2, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 53.64 | |
| FTransUNetPara (M)=203.40, GMAC=21.90, Thrp.=410.39, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 50.63 | |
| MCANetPara (M)=131.76, GMAC=11.90, Thrp.=952.3, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 50.62 | |
| CMXPara (M)=66.57, GMAC=5.58, Thrp.=968.3, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 50.58 | |
| AMM-FuseNetPara (M)=62.30, GMAC=43.21, Thrp.=464.3, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 48.29 | |
| DCSA-NetPara (M)=80.01, GMAC=8.17, Thrp.=275.30, Input resolution=160 x 160, Batch size=128, Precision=FP16 with AMP2026.03 | 40.09 |