Semantic Segmentation on ColonDB Noisy OOD (test)
70.2DiceEndoCaver
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EndoCaverParams (M)=7.81, Complexity (GMac)=11.86, Type=E2026.01 | 70.2 | 55.2 | 71.1 | |
| DRPVitParams (M)=87.21, Complexity (GMac)=34.31, Type=C2026.01 | 68.9 | 53.9 | 77.3 | |
| SegFormer-B5Params (M)=81.97, Complexity (GMac)=12.35, Type=A2026.01 | 68.5 | 52.9 | 71.8 | |
| Cascaded1Params (M)=21.34, Complexity (GMac)=120.03, Type=C2026.01 | 67.2 | 50.8 | 67.3 | |
| Cascaded2Params (M)=11.08, Complexity (GMac)=13.68, Type=C2026.01 | 66.5 | 50.1 | 71.3 | |
| CFFormerParams (M)=99.56, Complexity (GMac)=30.12, Type=B2026.01 | 61.6 | 44.9 | 73.5 | |
| CTNetParams (M)=44.29, Complexity (GMac)=6.27, Type=A2026.01 | 57.3 | 40.7 | 76.3 | |
| H-UNetsParams (M)=16.23, Complexity (GMac)=12.78, Type=D2026.01 | 57.2 | 41 | 70.2 | |
| NPDNetParams (M)=27.67, Complexity (GMac)=5.14, Type=C2026.01 | 56 | 39.2 | 68.2 | |
| UNetParams (M)=31.04, Complexity (GMac)=41.93, Type=A2026.01 | 50 | 33.9 | 68.1 | |
| I2UNet-LParams (M)=29.65, Complexity (GMac)=9.35, Type=D2026.01 | 49.4 | 33.1 | 76.4 |