Polyp Segmentation on CVC-ClinicDB Clean (test)
86.5Dice ScoreSegFormer-B5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SegFormer-B5Params (M)=81.97, GMACs=12.352026.05 | 86.5 | 76.5 | 83 | |
| DepthPolypParams (M)=3.57, GMACs=0.862026.05 | 85.4 | 74.8 | 84.5 | |
| CFFormerParams (M)=99.56, GMACs=30.122026.05 | 85.1 | 74.9 | 84.3 | |
| PraNetParams (M)=32.55, GMACs=5.322026.05 | 83.2 | 71.7 | 81 | |
| SegFormer-B0Params (M)=3.71, GMACs=1.302026.05 | 83 | 71.6 | 83.2 | |
| NPDNetParams (M)=27.67, GMACs=5.142026.05 | 76.5 | 62.5 | 75.2 | |
| CTNetParams (M)=44.29, GMACs=6.272026.05 | 74.9 | 60.3 | 74 | |
| H-UnetsParams (M)=16.22, GMACs=12.782026.05 | 74.2 | 59.9 | 73.1 | |
| UNetParams (M)=31.04, GMACs=41.932026.05 | 72.4 | 57.9 | 71.7 | |
| I2UNet-LParams (M)=29.65, GMACs=9.352026.05 | 70.6 | 56.2 | 64.2 | |
| I2UNet-SParams (M)=7.03, GMACs=2.732026.05 | 65.4 | 49.6 | 70.6 | |
| ULiteParams (M)=0.88, GMACs=0.602026.05 | 64.7 | 48.7 | 63.7 | |
| CMUNeXt-LParams (M)=8.29, GMACs=13.152026.05 | 64.2 | 49.1 | 62.2 | |
| CMUNeXt-BParams (M)=3.15, GMACs=5.672026.05 | 63.6 | 48.4 | 57.5 | |
| CMUNeXt-SParams (M)=0.42, GMACs=0.832026.05 | 63.5 | 47.8 | 71.1 | |
| UNeXt-LParams (M)=1.47, GMACs=0.442026.05 | 61.7 | 46.1 | 54.5 | |
| MedTParams (M)=1.56, GMACs=1.802026.05 | 41.4 | 26.7 | 55.7 | |
| MobilePolypNetParams (M)=0.22, GMACs=0.962026.05 | 41.2 | 26.9 | 43.1 |