Classification on WBC dataset
4.4ECE (full)BNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BNNPrior=CONCRETE2025.03 | 4.4 | — | 0.138 | — | |
| BNNPrior=HORSE2025.03 | 5.4 | 5.3 | 0.117 | 0.123 | |
| Laplace-SpaM2025.03 | 6 | 5.7 | 0.197 | 0.156 | |
| ISLaBApproximation=LRT2025.03 | 14.2 | 14.6 | 0.206 | 0.207 | |
| ISLaBApproximation=FLOW2025.03 | 15.3 | 15.5 | 0.22 | 0.213 | |
| BLRApproximation=LRT2025.03 | 15.3 | 15 | 0.207 | 0.204 | |
| BLRApproximation=FLOW2025.03 | 17.2 | 17.1 | 0.234 | 0.234 | |
| IS-ANN-L12025.03 | 22.6 | 22.6 | 0.296 | 0.296 |