Distribution Shift Detection on CIFAR-10-C Severity level 5 (test)
80.63AUPRMoDEX
Evaluation Results
| Method | Links | |
|---|---|---|
| MoDEXUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 80.63 | |
| F-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 78.52 | |
| R-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 76.8 | |
| Re-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 76.05 | |
| MSPUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 75.01 | |
| I-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 74.91 | |
| DAEDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 73.45 | |
| EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 73.12 |