Learning to Defer on CIFAR-100 Clean
70.16AccuracyConf
Evaluation Results
| Method | Links | |
|---|---|---|
| ConfDeferral Rate=50%2026.05 | 70.16 | |
| Estimate-MaxProbDeferral Rate=50%2026.05 | 70.13 | |
| DRCPE (GCE)Deferral Rate=50%2026.05 | 70.12 | |
| DRCPE (Prob01)Deferral Rate=50%2026.05 | 70.07 | |
| Estimate-Diff01Deferral Rate=50%2026.05 | 69.93 | |
| DRCPE (GCE)Deferral Rate=75%2026.05 | 69.84 | |
| Estimate-MaxProbDeferral Rate=75%2026.05 | 69.79 | |
| DRCPE (Prob01)Deferral Rate=75%2026.05 | 69.73 | |
| Estimate-Diff01Deferral Rate=75%2026.05 | 69.72 | |
| ConfDeferral Rate=75%2026.05 | 69.64 | |
| TwoStage-ExpDeferral Rate=75%2026.05 | 69.18 | |
| DRCPE (GCE)Deferral Rate=25%2026.05 | 68.54 | |
| DRCPE (Prob01)Deferral Rate=25%2026.05 | 68.54 | |
| Estimate-MaxProbDeferral Rate=25%2026.05 | 68.53 | |
| Estimate-Diff01Deferral Rate=25%2026.05 | 68.5 | |
| ConfDeferral Rate=25%2026.05 | 68.47 | |
| TwoStage-ExpDeferral Rate=50%2026.05 | 68.41 | |
| RandomDeferral Rate=75%2026.05 | 68.34 | |
| ConfDeferral Rate=20%2026.05 | 68.21 | |
| DRCPE (Prob01)Deferral Rate=20%2026.05 | 68.07 | |
| DRCPE (GCE)Deferral Rate=20%2026.05 | 68.03 | |
| Estimate-MaxProbDeferral Rate=20%2026.05 | 68.01 | |
| Estimate-Diff01Deferral Rate=20%2026.05 | 67.98 | |
| ConfDeferral Rate=15%2026.05 | 67.58 | |
| DRCPE (Prob01)Deferral Rate=15%2026.05 | 67.58 | |
| Estimate-MaxProbDeferral Rate=15%2026.05 | 67.56 | |
| DRCPE (GCE)Deferral Rate=15%2026.05 | 67.51 | |
| TwoStage-ExpDeferral Rate=25%2026.05 | 67.39 | |
| Estimate-Diff01Deferral Rate=15%2026.05 | 67.38 | |
| RandomDeferral Rate=50%2026.05 | 67.29 | |
| TwoStage-ExpDeferral Rate=20%2026.05 | 67.14 | |
| Estimate-MaxProbDeferral Rate=10%2026.05 | 66.98 | |
| TwoStage-ExpDeferral Rate=15%2026.05 | 66.93 | |
| DRCPE (Prob01)Deferral Rate=10%2026.05 | 66.84 | |
| Estimate-Diff01Deferral Rate=10%2026.05 | 66.79 | |
| DRCPE (GCE)Deferral Rate=10%2026.05 | 66.74 | |
| ConfDeferral Rate=10%2026.05 | 66.67 | |
| TwoStage-ExpDeferral Rate=10%2026.05 | 66.45 | |
| RandomDeferral Rate=25%2026.05 | 66.24 | |
| Estimate-MaxProbDeferral Rate=5%2026.05 | 66.22 | |
| ConfDeferral Rate=5%2026.05 | 66.14 | |
| DRCPE (Prob01)Deferral Rate=5%2026.05 | 66.14 | |
| Estimate-Diff01Deferral Rate=5%2026.05 | 66.12 | |
| RandomDeferral Rate=20%2026.05 | 66.03 | |
| DRCPE (GCE)Deferral Rate=5%2026.05 | 66.01 | |
| RandomDeferral Rate=15%2026.05 | 65.82 | |
| TwoStage-ExpDeferral Rate=5%2026.05 | 65.71 | |
| RandomDeferral Rate=10%2026.05 | 65.61 | |
| RandomDeferral Rate=5%2026.05 | 65.4 |