Distribution Shift Detection on CIFAR-10-C Severity level C=3 (test)
70.24AUPRMoDEX
Evaluation Results
| Method | Links | |
|---|---|---|
| MoDEXUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 70.24 | |
| F-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 68.44 | |
| R-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 67.33 | |
| Re-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 66.84 | |
| MSPUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 65.86 | |
| I-EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 65.23 | |
| DAEDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 63.69 | |
| EDLUncertainty Estimation=Epistemic, Aggregation=Averaged across 19 corruption types, Backbone=VGG-162026.05 | 63.38 |