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Benchmarks
Confidence-guided retention on MNIST
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11
AUPRC
Ensemble (k=5)
1.64
4.07
6.5
8.93
May 18, 2026
AUPRC
Updated 15d ago
Evaluation Results
Method
Method
Links
AUPRC
Ensemble (k=5)
Scoring=endpoint dispe...
2026.05
11
FMwC
Scoring=learned (L1-LR...
2026.05
9
FMwC
Scoring=learned (GB),...
2026.05
9
MC-Dropout (k=5)
Scoring=endpoint dispe...
2026.05
8
FM
Scoring=random, Traj.=1
2026.05
4
FMwC (k=5)
Scoring=endpoint dispe...
2026.05
4
FMwC
Scoring=temporal ratio...
2026.05
4
FMwC
Scoring=endpoint confi...
2026.05
2
FMwC
Scoring=integrated con...
2026.05
2
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