Polyp Segmentation on Kvasir Noisy (test)
85.3Dice CoefficientDepthPolyp
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DepthPolypParams (M)=3.57, GMACs=0.862026.05 | 85.3 | 74.5 | 85.4 | |
| SegFormer-B5Params (M)=81.97, GMACs=12.352026.05 | 85 | 74.2 | 86.2 | |
| PraNetParams (M)=32.55, GMACs=5.322026.05 | 84.2 | 73 | 84.9 | |
| CFFormerParams (M)=99.56, GMACs=30.122026.05 | 84 | 72.7 | 84.9 | |
| SegFormer-B0Params (M)=3.71, GMACs=1.302026.05 | 82.3 | 70.2 | 81.2 | |
| H-UnetsParams (M)=16.22, GMACs=12.782026.05 | 82.2 | 69.9 | 79.9 | |
| NPDNetParams (M)=27.67, GMACs=5.142026.05 | 80.4 | 67.4 | 81.4 | |
| UNetParams (M)=31.04, GMACs=41.932026.05 | 80.3 | 67.2 | 79.5 | |
| I2UNet-LParams (M)=29.65, GMACs=9.352026.05 | 79.9 | 66.8 | 81.9 | |
| CTNetParams (M)=44.29, GMACs=6.272026.05 | 79.8 | 66.6 | 78.4 | |
| I2UNet-SParams (M)=7.03, GMACs=2.732026.05 | 77.1 | 62.9 | 75.8 | |
| CMUNeXt-SParams (M)=0.42, GMACs=0.832026.05 | 76.2 | 61.8 | 76.3 | |
| CMUNeXt-LParams (M)=8.29, GMACs=13.152026.05 | 76.1 | 61.6 | 76.6 | |
| CMUNeXt-BParams (M)=3.15, GMACs=5.672026.05 | 73.8 | 58.6 | 77.4 | |
| UNeXt-LParams (M)=1.47, GMACs=0.442026.05 | 73.5 | 58.4 | 73.8 | |
| ULiteParams (M)=0.88, GMACs=0.602026.05 | 72.7 | 57.4 | 74.4 | |
| MobilePolypNetParams (M)=0.22, GMACs=0.962026.05 | 54.6 | 37.7 | 66.2 | |
| MedTParams (M)=1.56, GMACs=1.802026.05 | 52.2 | 35.5 | 62.4 |