Confidence Estimation on MNIST (test)
99.99ConfidenceEDL
Evaluation results
| Method | Links | |
|---|---|---|
| EDLBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.99 | |
| R-EDLBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.99 | |
| DAPPrBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.99 | |
| MC DropoutBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.98 | |
| PostNetBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.98 | |
| I-EDLBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.98 | |
| DUQBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.97 | |
| F-EDLBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.93 | |
| KL-PNBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.92 | |
| RKL-PNBackbone=ConvNet (3 conv + 3 dense)2026.05 | 99.67 |