Conformal Prediction on Places365 (alpha=0.05, test)
18.55Set SizeEnergy-based SAPS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Energy-based SAPSVariant=w/ Energy, Backbone=ResNet-502026.02 | 18.55 | 0.949 | — | — | — | |
| Energy-based RAPSVariant=w/ Energy, Backbone=ResNet-502026.02 | 18.65 | 0.948 | — | — | — | |
| Energy-based APSVariant=w/ Energy, Backbone=ResNet-502026.02 | 18.77 | 0.948 | — | — | — | |
| Energy-based SAPSEnergy Variant=w/ Energy, Backbone=ResNet-502026.02 | 18.99 | — | 95 | 3.17 | 0.083 | |
| Energy-based RAPSEnergy Variant=w/ Energy, Backbone=ResNet-502026.02 | 19.11 | — | 95 | 3.22 | 0.119 | |
| Energy-based APSEnergy Variant=w/ Energy, Backbone=ResNet-502026.02 | 19.2 | — | 95 | 3.24 | 0.087 | |
| APSVariant=w/o Energy, Backbone=ResNet-502026.02 | 20.98 | 0.949 | — | — | — | |
| SAPSVariant=w/o Energy, Backbone=ResNet-502026.02 | 21.13 | 0.949 | — | — | — | |
| RAPSVariant=w/o Energy, Backbone=ResNet-502026.02 | 21.46 | 0.95 | — | — | — | |
| APSEnergy Variant=w/o Energy, Backbone=ResNet-502026.02 | 21.5 | — | 95 | 3.25 | 0.124 | |
| SAPSEnergy Variant=w/o Energy, Backbone=ResNet-502026.02 | 21.68 | — | 95 | 3.26 | 0.06 | |
| RAPSEnergy Variant=w/o Energy, Backbone=ResNet-502026.02 | 22.03 | — | 95 | 3.24 | 0.09 |