Conformal Prediction on ImageNet (test)
1.8Average Prediction Set SizeLAC MS-CS
Evaluation Results
| Method | Links | |
|---|---|---|
| LAC MS-CSScore Function=LAC, Method Variant=MS-CS, Backbone=ViT, alpha=0.052025.11 | 1.8 | |
| LAC StandardScore Function=LAC, Method Variant=Standard, Backbone=ViT, alpha=0.052025.11 | 1.88 | |
| SAPS MS-CSScore Function=SAPS, Method Variant=MS-CS, Backbone=ViT, alpha=0.052025.11 | 2.08 | |
| SAPS StandardScore Function=SAPS, Method Variant=Standard, Backbone=ViT, alpha=0.052025.11 | 2.13 | |
| RAPS MS-CSScore Function=RAPS, Method Variant=MS-CS, Backbone=ViT, alpha=0.052025.11 | 2.55 | |
| LAC ClusteredScore Function=LAC, Method Variant=Clustered, Backbone=ViT, alpha=0.052025.11 | 2.73 | |
| RAPS StandardScore Function=RAPS, Method Variant=Standard, Backbone=ViT, alpha=0.052025.11 | 3.27 | |
| RAPS ClusteredScore Function=RAPS, Method Variant=Clustered, Backbone=ViT, alpha=0.052025.11 | 4.25 | |
| SAPS ClusteredScore Function=SAPS, Method Variant=Clustered, Backbone=ViT, alpha=0.052025.11 | 10 |