Learning to Defer on CIFAR-100
0.4265Deferral LossMILD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MILDSetup=(I), Cost Type=error2026.04 | 0.4265 | 76.73 | 13.31 | 9.96 | — | — | |
| TDEFSetup=(I), Cost Type=error2026.04 | 0.4368 | 87.64 | 7.3 | 5.06 | — | — | |
| MILDSetup=(II), Cost Type=error2026.04 | 0.4375 | 56.15 | 18.07 | 15.76 | 10.02 | — | |
| MILDSetup=(III), Cost Type=error2026.04 | 0.4419 | 48.06 | 19.24 | 17.29 | 7.56 | 7.85 | |
| TDEFSetup=(III), Cost Type=error2026.04 | 0.4554 | 50.01 | 16.73 | 20.18 | 7.49 | 5.59 | |
| TDEFSetup=(II), Cost Type=error2026.04 | 0.462 | 63.66 | 13.84 | 13.56 | 8.94 | — | |
| MILDSetup=(III), Cost type=error + cost2026.04 | 0.7639 | 33.41 | 17.93 | 18.45 | 13.4 | — | |
| MILDSetup=(II), Cost type=error + cost2026.04 | 0.7743 | 30.48 | 22.55 | 22.06 | 24.91 | — | |
| TDEFSetup=(III), Cost type=error + cost2026.04 | 0.7781 | 44.55 | 16.41 | 14.67 | 12.03 | — | |
| TDEFSetup=(II), Cost type=error + cost2026.04 | 0.7824 | 39.36 | 22.89 | 19.26 | 18.49 | — | |
| MILDSetup=(I), Cost type=error + cost2026.04 | 0.8941 | 11.7 | 39.13 | 49.18 | — | — | |
| TDEFSetup=(I), Cost type=error + cost2026.04 | 0.927 | 25.27 | 27.45 | 47.28 | — | — |