Transductive Conformal Prediction on CIFAR10
2.9777Efficiency RateSCP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 2.9777 | 2.5339 | 92 | |
| APSTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 2.9327 | 2.528 | 90 | |
| SCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 2.7067 | 1.546 | 92 | |
| APSTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 2.5133 | 1.7559 | 86 | |
| SCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.6788 | 0.8617 | 90 | |
| APSTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.5871 | 0.9358 | 90 | |
| TSCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.3562 | 1.1167 | 92 | |
| TSCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 1.2414 | 1.1942 | 94 | |
| TSCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 0.9952 | 0.8617 | 86 |