Polyp Segmentation on CVC-ClinicDB Noisy (test)
75.7Dice CoefficientSegFormer-B5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SegFormer-B5Params (M)=81.97, GMACs=12.352026.05 | 75.7 | 62 | 73.7 | |
| DepthPolypParams (M)=3.57, GMACs=0.862026.05 | 75.1 | 60.8 | 75.9 | |
| CFFormerParams (M)=99.56, GMACs=30.122026.05 | 73 | 58.1 | 75.3 | |
| SegFormer-B0Params (M)=3.71, GMACs=1.302026.05 | 69.8 | 54.6 | 68.8 | |
| NPDNetParams (M)=27.67, GMACs=5.142026.05 | 68.1 | 52.3 | 67.3 | |
| PraNetParams (M)=32.55, GMACs=5.322026.05 | 67.8 | 52.1 | 68.8 | |
| H-UnetsParams (M)=16.22, GMACs=12.782026.05 | 66.1 | 49.9 | 66.1 | |
| CTNetParams (M)=44.29, GMACs=6.272026.05 | 64.9 | 48.6 | 66.6 | |
| I2UNet-LParams (M)=29.65, GMACs=9.352026.05 | 59.1 | 43.5 | 56.8 | |
| UNetParams (M)=31.04, GMACs=41.932026.05 | 59 | 43.2 | 59.9 | |
| ULiteParams (M)=0.88, GMACs=0.602026.05 | 58.4 | 41.9 | 59.3 | |
| CMUNeXt-BParams (M)=3.15, GMACs=5.672026.05 | 57.1 | 41.4 | 56.3 | |
| CMUNeXt-LParams (M)=8.29, GMACs=13.152026.05 | 56.8 | 41 | 56.5 | |
| I2UNet-SParams (M)=7.03, GMACs=2.732026.05 | 56.6 | 41.1 | 62.9 | |
| CMUNeXt-SParams (M)=0.42, GMACs=0.832026.05 | 54.5 | 39.5 | 61.6 | |
| UNeXt-LParams (M)=1.47, GMACs=0.442026.05 | 54 | 38.2 | 51.7 | |
| MobilePolypNetParams (M)=0.22, GMACs=0.962026.05 | 42.1 | 27.1 | 58.1 | |
| MedTParams (M)=1.56, GMACs=1.802026.05 | 37.8 | 23.7 | 58.3 |