Classification on CIFAR 100 (test) (Mean Prediction Set Size)
41.18Mean Prediction Set SizeConfTr
Evaluation Results
| Method | Links | |
|---|---|---|
| ConfTrScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 41.18 | |
| Simple Fano boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 41.19 | |
| ConfTrScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 45.6 | |
| Model-based Fano boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 46.97 | |
| Simple Fano boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 47.91 | |
| DPI boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 48.64 | |
| CEScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 52.31 | |
| DPI boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 52.36 | |
| Model-based Fano boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 52.94 | |
| CEScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 55.41 | |
| ConfTr_classScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 56.03 | |
| ConfTr_classScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 58.53 |