Polyp Segmentation on CVC-ColonDB Clean (test)
82.3DiceSegFormer-B5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SegFormer-B5Params (M)=81.97, GMACs=12.352026.05 | 82.3 | 70.3 | 82.5 | |
| DepthPolypParams (M)=3.57, GMACs=0.862026.05 | 80.1 | 66.9 | 75.9 | |
| CFFormerParams (M)=99.56, GMACs=30.122026.05 | 76.6 | 62.5 | 77.2 | |
| PraNetParams (M)=32.55, GMACs=5.322026.05 | 76.5 | 62.2 | 70.3 | |
| SegFormer-B0Params (M)=3.71, GMACs=1.302026.05 | 76.3 | 61.9 | 71.9 | |
| NPDNetParams (M)=27.67, GMACs=5.142026.05 | 69.7 | 53.8 | 71.7 | |
| H-UnetsParams (M)=16.22, GMACs=12.782026.05 | 67.5 | 51.1 | 68.5 | |
| CTNetParams (M)=44.29, GMACs=6.272026.05 | 66.6 | 50.5 | 71.2 | |
| UNetParams (M)=31.04, GMACs=41.932026.05 | 64.6 | 48.2 | 64.2 | |
| I2UNet-LParams (M)=29.65, GMACs=9.352026.05 | 64.4 | 47.5 | 64.2 | |
| I2UNet-SParams (M)=7.03, GMACs=2.732026.05 | 61.7 | 45.5 | 70.6 | |
| CMUNeXt-LParams (M)=8.29, GMACs=13.152026.05 | 59.6 | 43.6 | 61 | |
| CMUNeXt-SParams (M)=0.42, GMACs=0.832026.05 | 58.6 | 42.6 | 71.6 | |
| ULiteParams (M)=0.88, GMACs=0.602026.05 | 50.7 | 34.4 | 50.5 | |
| CMUNeXt-BParams (M)=3.15, GMACs=5.672026.05 | 48.1 | 31.9 | 51.1 | |
| UNeXt-LParams (M)=1.47, GMACs=0.442026.05 | 47.9 | 32 | 46.5 | |
| MedTParams (M)=1.56, GMACs=1.802026.05 | 32.4 | 19.8 | 52.2 | |
| MobilePolypNetParams (M)=0.22, GMACs=0.962026.05 | 31.6 | 18.9 | 37.6 |