Learning to Defer on CIFAR-100 Animal Expert
18.11Error RatePiCCE-CE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PiCCE-CENumber of Experts=202026.02 | 18.11 | 78.33 | |
| PiCCE-CENumber of Experts=162026.02 | 18.16 | 79.14 | |
| PiCCE-CENumber of Experts=122026.02 | 18.19 | 77.43 | |
| PiCCE-CENumber of Experts=82026.02 | 18.21 | 76.35 | |
| PiCCE-CENumber of Experts=42026.02 | 18.32 | 77.5 | |
| CELoss Formulation=Vanilla, Number of Experts=42026.02 | 18.48 | 74.58 | |
| PiCCE-OvANumber of Experts=202026.02 | 18.63 | 86.69 | |
| PiCCE-OvANumber of Experts=162026.02 | 18.7 | 87.11 | |
| PiCCE-OvANumber of Experts=122026.02 | 18.86 | 86.89 | |
| CELoss Formulation=Vanilla, Number of Experts=82026.02 | 18.91 | 74.35 | |
| PiCCE-OvANumber of Experts=82026.02 | 18.98 | 86.83 | |
| CELoss Formulation=Vanilla, Number of Experts=122026.02 | 19.08 | 75.18 | |
| PiCCE-OvANumber of Experts=42026.02 | 19.1 | 86.43 | |
| CELoss Formulation=Vanilla, Number of Experts=162026.02 | 19.14 | 76.39 | |
| OvALoss Formulation=Vanilla, Number of Experts=42026.02 | 19.46 | 83.72 | |
| OvALoss Formulation=Vanilla, Number of Experts=82026.02 | 20.09 | 83.3 | |
| OvALoss Formulation=Vanilla, Number of Experts=122026.02 | 20.7 | 82.67 | |
| CELoss Formulation=Vanilla, Number of Experts=202026.02 | 21.13 | 73.57 | |
| OvALoss Formulation=Vanilla, Number of Experts=162026.02 | 21.84 | 83.09 | |
| OvALoss Formulation=Vanilla, Number of Experts=202026.02 | 22.91 | 77.71 |