Classification with expert deferral on CIFAR-10 redundant expert suite (val)
91.9System AccuracyDecoupled
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DecoupledJ=162026.04 | 91.9 | 0.081 | 90.9 | 96.1 | |
| DecoupledJ=322026.04 | 91.9 | 0.081 | 90.8 | 95.7 | |
| DecoupledJ=82026.04 | 91.8 | 0.082 | 90.9 | 96.1 | |
| Classifier onlyJ=162026.04 | 91.1 | 0.089 | 91.1 | 100 | |
| Classifier onlyJ=82026.04 | 91 | 0.09 | 91 | 100 | |
| Classifier onlyJ=322026.04 | 90.8 | 0.092 | 90.8 | 100 | |
| OvAJ=82026.04 | 90.1 | 0.099 | 87.5 | 85.7 | |
| OvAJ=162026.04 | 89 | 0.11 | 85.9 | 82.9 | |
| OvAJ=322026.04 | 88 | 0.12 | 84.4 | 79.8 | |
| A-SMJ=82026.04 | 86 | 0.14 | 83.1 | 77.4 | |
| PiCCEJ=162026.04 | 86 | 0.14 | 89.5 | 63.3 | |
| PiCCEJ=322026.04 | 85.9 | 0.141 | 88 | 63.6 | |
| PiCCEJ=82026.04 | 85.8 | 0.142 | 88.8 | 61.6 | |
| A-SMJ=162026.04 | 82.7 | 0.174 | 77.2 | 66.2 | |
| Add. CEJ=82026.04 | 81.5 | 0.185 | 90.2 | 52.9 | |
| Add. CEJ=162026.04 | 79 | 0.21 | 89.5 | 50.2 | |
| A-SMJ=322026.04 | 78.3 | 0.218 | 68 | 48.4 | |
| Add. CEJ=322026.04 | 71.2 | 0.288 | 87.2 | 30.5 | |
| Mao25J=82026.04 | 70.3 | 0.297 | 10.5 | 0 | |
| Mao25J=162026.04 | 70.3 | 0.297 | 11.1 | 0 | |
| Mao25J=322026.04 | 70.3 | 0.297 | 10.5 | 0 |