Conformal Prediction on mini-ImageNet (test)
3.82Average Prediction Set SizeLAC MS-CS
Evaluation Results
| Method | Links | |
|---|---|---|
| LAC MS-CSScore Function=LAC, Method Variant=MS-CS, Backbone=RN50, alpha=0.052025.11 | 3.82 | |
| LAC ClusteredScore Function=LAC, Method Variant=Clustered, Backbone=RN50, alpha=0.052025.11 | 4.5 | |
| SAPS MS-CSScore Function=SAPS, Method Variant=MS-CS, Backbone=RN50, alpha=0.052025.11 | 4.7 | |
| LAC StandardScore Function=LAC, Method Variant=Standard, Backbone=RN50, alpha=0.052025.11 | 4.73 | |
| SAPS StandardScore Function=SAPS, Method Variant=Standard, Backbone=RN50, alpha=0.052025.11 | 5.93 | |
| RAPS MS-CSScore Function=RAPS, Method Variant=MS-CS, Backbone=RN50, alpha=0.052025.11 | 7.35 | |
| SAPS ClusteredScore Function=SAPS, Method Variant=Clustered, Backbone=RN50, alpha=0.052025.11 | 8.03 | |
| RAPS ClusteredScore Function=RAPS, Method Variant=Clustered, Backbone=RN50, alpha=0.052025.11 | 8.19 | |
| RAPS StandardScore Function=RAPS, Method Variant=Standard, Backbone=RN50, alpha=0.052025.11 | 8.67 |