Classification on EMNIST (test)
1.98Mean Prediction Set SizeConfTr_class
Evaluation results
| Method | Links | |
|---|---|---|
| ConfTr_classScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 1.98 | |
| DPI boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.23 | |
| Model-based Fano boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.25 | |
| Simple Fano boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.37 | |
| CEScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.46 | |
| DPI boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.6 | |
| Simple Fano boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.63 | |
| Model-based Fano boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.84 | |
| ConfTr_classScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.88 | |
| CEScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.91 | |
| ConfTrScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 3.3 | |
| ConfTrScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 4.6 |