Table 6 The results of comparison with other weight optimization algorithms in CVC-ClinicDB.
From: Dual ensemble system for polyp segmentation with submodels adaptive selection ensemble
Ensemble strategy | CVC-ClinicDB | |||
|---|---|---|---|---|
Weight | Dice | mIoU | p | |
Average weight | [0.17, 0.17, 0.17, 0.17, 0.17, 0.17] | 0.952 | 0.952 | 0.95 |
Base PSO | [0.21, 0.09, 0.17, 0.34, 0.00, 0.19] | 0.951 | 0.951 | 0.90 |
Base CS–PSO | [0.34, 0.23, 0.43, −  0.14, 0.45, 0.26] | 0.951 | 0.952 | 0.93 |
Base RHB–PSO | [0.28, 0.22, − 0.10, 0.24, 0.36, 0.04] | 0.951 | 0.950 | 0.83 |
Our | [0.16, 0.03, 0.46, _ , 0.44, 0.05] | 0.953 | 0.953 | _ |
