Transductive Conformal Prediction on FashionMNIST
3.1409Efficiency RateSCP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 3.1409 | 2.4008 | 96 | |
| APSTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 3.0022 | 2.5863 | 88 | |
| SCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 2.7644 | 1.6912 | 82 | |
| APSTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 2.6491 | 1.9593 | 90 | |
| SCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.4042 | 0.3333 | 88 | |
| APSTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.3742 | 0.774 | 92 | |
| TSCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.1134 | 0.8809 | 92 | |
| TSCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.0648 | 0.8809 | 90 | |
| TSCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 0.7873 | 0.3333 | 90 |