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Confidence-guided retention on Checkerboard Toy

83AUPRCFMwC
2.9223.7144.565.29May 18, 2026

Evaluation results

MethodLinks
FMwCScoring=learned (GB), Traj.=12026.0583
FMwCScoring=learned (L1-LR), Traj.=12026.0565
MC-Dropout (k=5)Scoring=endpoint dispersion, Traj.=52026.0560
FMwC (k=5)Scoring=endpoint dispersion, Traj.=52026.0558
Ensemble (k=5)Scoring=endpoint dispersion, Traj.=52026.0555
FMwCScoring=temporal ratio, Traj.=12026.0555
FMwCScoring=integrated confidence, Traj.=12026.0533
FMwCScoring=endpoint confidence, Traj.=12026.0530
FMScoring=random, Traj.=12026.056