Classification on CIFAR 10 (test)
2.04Mean Prediction Set SizeModel-based Fano bound
Evaluation results
| Method | Links | |
|---|---|---|
| Model-based Fano boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.04 | |
| Simple Fano boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.07 | |
| DPI boundScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.28 | |
| CEScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 2.3 | |
| Simple Fano boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.39 | |
| Model-based Fano boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.52 | |
| CEScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.73 | |
| DPI boundScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 2.76 | |
| ConfTr_classScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 3.39 | |
| ConfTr_classScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 3.53 | |
| ConfTrScore Function=THR, Side Information=false, alpha=0.01, Learning Setting=Federated2024.05 | 10 | |
| ConfTrScore Function=THR, Side Information=true, alpha=0.01, Learning Setting=Federated2024.05 | 10 |