Semantic Segmentation on Kvasir Noisy
88.9DiceEndoCaver
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EndoCaverParams (M)=7.81, Complexity (GMac)=11.86, Type=E2026.01 | 88.9 | 80.3 | 87.2 | |
| SegFormer-B5Params (M)=81.97, Complexity (GMac)=12.35, Type=A2026.01 | 86.2 | 76.2 | 87.4 | |
| CFFormerParams (M)=99.56, Complexity (GMac)=30.12, Type=B2026.01 | 85.1 | 74.4 | 85.8 | |
| Cascaded2Params (M)=11.08, Complexity (GMac)=13.68, Type=C2026.01 | 85.1 | 74.5 | 85.8 | |
| DRPVitParams (M)=87.21, Complexity (GMac)=34.31, Type=C2026.01 | 84.5 | 73.5 | 84.8 | |
| Cascaded1Params (M)=21.34, Complexity (GMac)=120.03, Type=C2026.01 | 84 | 73.1 | 84.5 | |
| H-UNetsParams (M)=16.23, Complexity (GMac)=12.78, Type=D2026.01 | 83.3 | 71.3 | 80.1 | |
| NPDNetParams (M)=27.67, Complexity (GMac)=5.14, Type=C2026.01 | 82.9 | 69.8 | 79.3 | |
| CTNetParams (M)=44.29, Complexity (GMac)=6.27, Type=A2026.01 | 82.7 | 69.6 | 79.5 | |
| UNetParams (M)=31.04, Complexity (GMac)=41.93, Type=A2026.01 | 81.2 | 68.3 | 80.7 | |
| I2UNet-LParams (M)=29.65, Complexity (GMac)=9.35, Type=D2026.01 | 79.8 | 66.1 | 80.8 |