XAI explanation evaluation on XPQRS (five test splits)
98.13AccuracyDeep ensemble
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Deep ensembleApproximation Type=Bayesian Ensemble, XAI Operator=Occlusion, Framework=UA-RAO2026.05 | 98.13 | 0.6012 | 67.11 | |
| Deterministic baselineApproximation Type=Deterministic, XAI Operator=Occlusion, Framework=UA-RAO2026.05 | 97.74 | 0.6132 | 65.14 | |
| LaplaceApproximation Type=Bayesian Laplace, XAI Operator=Occlusion, Framework=UA-RAO, Posterior samples=202026.05 | 97.71 | 0.6096 | 65.18 | |
| MC DropoutApproximation Type=Bayesian MC Dropout, XAI Operator=Occlusion, Framework=UA-RAO, Posterior samples=20, Dropout probability=0.22026.05 | 97.69 | 0.6183 | 64.93 |