Transductive Conformal Prediction on CIFAR100
6.6081Efficiency RateTSCP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TSCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 6.6081 | 6.6439 | 88 | |
| SCPTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 6.5391 | 6.6439 | 92 | |
| APSTransductive size (n)=9, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 6.2943 | 5.3957 | 98 | |
| SCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 6.2604 | 4.8781 | 92 | |
| APSTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 6.0093 | 4.8461 | 94 | |
| TSCPTransductive size (n)=6, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 5.8699 | 2.8573 | 92 | |
| APSTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 4.9237 | 3.6082 | 90 | |
| SCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 4.8998 | 3.6475 | 96 | |
| TSCPTransductive size (n)=3, Backbone=ResNet20, Alpha (confidence level)=0.1, Noise level (1-epsilon)=0.982025.09 | 3.4176 | 2.8171 | 88 |