Polyp Segmentation on Kvasir Clean (test)
89.6Dice CoefficientSegFormer-B0
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SegFormer-B0Params (M)=3.71, GMACs=1.302026.05 | 89.6 | 81.5 | 89.6 | |
| DepthPolypParams (M)=3.57, GMACs=0.862026.05 | 89.1 | 80.5 | 88.5 | |
| CFFormerParams (M)=99.56, GMACs=30.122026.05 | 89 | 80.5 | 89.5 | |
| SegFormer-B5Params (M)=81.97, GMACs=12.352026.05 | 88.9 | 80.3 | 89.3 | |
| PraNetParams (M)=32.55, GMACs=5.322026.05 | 88.4 | 79.5 | 86.9 | |
| CTNetParams (M)=44.29, GMACs=6.272026.05 | 85.7 | 75.1 | 85.3 | |
| H-UnetsParams (M)=16.22, GMACs=12.782026.05 | 85.3 | 74.6 | 83.4 | |
| UNetParams (M)=31.04, GMACs=41.932026.05 | 84.9 | 73.9 | 85.8 | |
| NPDNetParams (M)=27.67, GMACs=5.142026.05 | 84.5 | 73.4 | 85.5 | |
| I2UNet-LParams (M)=29.65, GMACs=9.352026.05 | 83.7 | 72.2 | 84 | |
| I2UNet-SParams (M)=7.03, GMACs=2.732026.05 | 80.6 | 67.7 | 79.9 | |
| CMUNeXt-SParams (M)=0.42, GMACs=0.832026.05 | 79.9 | 66.7 | 80.4 | |
| CMUNeXt-LParams (M)=8.29, GMACs=13.152026.05 | 77.6 | 63.7 | 75 | |
| ULiteParams (M)=0.88, GMACs=0.602026.05 | 75.9 | 61.3 | 74.5 | |
| CMUNeXt-BParams (M)=3.15, GMACs=5.672026.05 | 75.6 | 60.9 | 73.8 | |
| UNeXt-LParams (M)=1.47, GMACs=0.442026.05 | 73 | 57.6 | 69.5 | |
| MobilePolypNetParams (M)=0.22, GMACs=0.962026.05 | 50 | 33.5 | 52.3 | |
| MedTParams (M)=1.56, GMACs=1.802026.05 | 49.7 | 33.3 | 71.6 |