Polyp Segmentation on ClinicDB (test)
94.8mDiceDuAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DuATResolution=352x3522022.12 | 94.8 | 90.6 | 0.006 | |
| TransFuseResolution=352x3522022.12 | 94.2 | 89.7 | 0.007 | |
| Polyp-PVTResolution=352x3522022.12 | 93.7 | 88.9 | 0.006 | |
| CaraNetResolution=352x3522022.12 | 93.6 | 88.7 | 0.007 | |
| TransUNetResolution=352x3522022.12 | 93.5 | 88.7 | 0.008 | |
| UCTransNetResolution=352x3522022.12 | 93.3 | 86 | 0.008 | |
| KDASParams(M)=3.7, FLOPs (G)=2.012023.12 | 92.5 | 87.2 | — | |
| Patch-MoE Mamba2026.05 | 91.32 | 86.05 | 0.0104 | |
| VM-UNetV22026.05 | 90.52 | 85.34 | 0.012 | |
| PraNetResolution=352x3522022.12 | 89.9 | 84.9 | 0.009 | |
| U-Net v22026.05 | 89.67 | 84.38 | 0.0161 | |
| MMFIL-NetParams(M)=6.7, FLOPs (G)=4.322023.12 | 89 | 83.8 | — | |
| VM-UNet2026.05 | 88.46 | 82.74 | 0.0156 | |
| TransNetRParams(M)=27.3, FLOPs (G)=10.092023.12 | 87 | 82 | — | |
| U-Net2026.05 | 85.68 | 79.58 | 0.0171 | |
| U-NetResolution=352x3522022.12 | 82.3 | 75.5 | 0.019 | |
| UNet++Resolution=352x3522022.12 | 79.4 | 72.9 | 0.022 | |
| ColonSegNetParams(M)=5, FLOPs (G)=6.222023.12 | 28 | 21 | — |