Confidence-guided retention on MNIST
11AUPRCEnsemble (k=5)
Evaluation results
| Method | Links | |
|---|---|---|
| Ensemble (k=5)Scoring=endpoint dispersion, Traj.=52026.05 | 11 | |
| FMwCScoring=learned (L1-LR), Traj.=12026.05 | 9 | |
| FMwCScoring=learned (GB), Traj.=12026.05 | 9 | |
| MC-Dropout (k=5)Scoring=endpoint dispersion, Traj.=52026.05 | 8 | |
| FMScoring=random, Traj.=12026.05 | 4 | |
| FMwC (k=5)Scoring=endpoint dispersion, Traj.=52026.05 | 4 | |
| FMwCScoring=temporal ratio, Traj.=12026.05 | 4 | |
| FMwCScoring=endpoint confidence, Traj.=12026.05 | 2 | |
| FMwCScoring=integrated confidence, Traj.=12026.05 | 2 |