Distribution Shift Detection on CIFAR-10-C (Severity 1, test)
58.72AUPRMoDEX
Evaluation Results
| Method | Links | |
|---|---|---|
| MoDEXUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 58.72 | |
| F-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 58.16 | |
| R-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 57.17 | |
| Re-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 56.93 | |
| MSPUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 56.39 | |
| I-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 56.35 | |
| DAEDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 55.9 | |
| EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 55.56 |