Polyp Segmentation on CVC-ColonDB Noisy (test)
73.4DiceDepthPolyp
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DepthPolypParams (M)=3.57, GMACs=0.862026.05 | 73.4 | 58.2 | 69.7 | |
| SegFormer-B5Params (M)=81.97, GMACs=12.352026.05 | 72.5 | 57.4 | 75.3 | |
| CFFormerParams (M)=99.56, GMACs=30.122026.05 | 66.2 | 49.9 | 64.8 | |
| PraNetParams (M)=32.55, GMACs=5.322026.05 | 65 | 48.9 | 64.6 | |
| SegFormer-B0Params (M)=3.71, GMACs=1.302026.05 | 62.1 | 45.6 | 59 | |
| I2UNet-LParams (M)=29.65, GMACs=9.352026.05 | 60.6 | 43.5 | 61 | |
| H-UnetsParams (M)=16.22, GMACs=12.782026.05 | 58.9 | 42.6 | 56.4 | |
| CTNetParams (M)=44.29, GMACs=6.272026.05 | 56.9 | 40.3 | 65.4 | |
| I2UNet-SParams (M)=7.03, GMACs=2.732026.05 | 56.9 | 40.1 | 60.9 | |
| CMUNeXt-SParams (M)=0.42, GMACs=0.832026.05 | 56.9 | 40.6 | 64.1 | |
| NPDNetParams (M)=27.67, GMACs=5.142026.05 | 56.3 | 39.4 | 64.4 | |
| CMUNeXt-LParams (M)=8.29, GMACs=13.152026.05 | 53.5 | 36.7 | 67 | |
| CMUNeXt-BParams (M)=3.15, GMACs=5.672026.05 | 52.2 | 36.1 | 54.9 | |
| UNetParams (M)=31.04, GMACs=41.932026.05 | 51.1 | 34.7 | 52.9 | |
| ULiteParams (M)=0.88, GMACs=0.602026.05 | 48 | 31.8 | 53.3 | |
| UNeXt-LParams (M)=1.47, GMACs=0.442026.05 | 47.7 | 31.8 | 50.6 | |
| MedTParams (M)=1.56, GMACs=1.802026.05 | 29.8 | 17.9 | 59.2 | |
| MobilePolypNetParams (M)=0.22, GMACs=0.962026.05 | 29.7 | 17.6 | 40.7 |