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ResearchFormerly WizWand

Continual Learning on MNIST Random-Label

95.5Average AccuracyPrune
11.57233.36155.1576.939May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PruneCompactness=50%2026.0595.519.6
PruneCompactness=40%2026.0595.319.6
PruneCompactness=30%2026.0595.119.6
PruneCompactness=20%2026.0594.719.6
Grow+Rand. Smooth-LeakyCompactness=50%2026.0585.919.6
Grow+Rand. Smooth-LeakyCompactness=40%2026.0584.119.5
Grow+Rand. Smooth-LeakyCompactness=30%2026.0583.419.5
Grow+Rand. Smooth-LeakyCompactness=20%2026.0572.119.5
DenseCompactness=20%2026.0539.216.8
DenseCompactness=30%2026.0539.216.8
DenseCompactness=40%2026.0539.216.8
DenseCompactness=50%2026.0539.216.8
Grow+GradMaxCompactness=50%2026.0524.313.6
Grow+Moment TransplantCompactness=50%2026.0523.713.6
Grow+TwoSpeedCompactness=50%2026.0523.613.6
GrowCompactness=50%2026.0523.213.4
Grow+Moment TransplantCompactness=40%2026.0522.414.4
Grow+GradMaxCompactness=40%2026.0522.213.5
GrowCompactness=40%2026.0521.113.4
Grow+TwoSpeedCompactness=40%2026.052113.4
Grow+GradMaxCompactness=30%2026.0520.613.5
Grow+Moment TransplantCompactness=30%2026.0520.313.5
Grow+TwoSpeedCompactness=30%2026.0520.113.3
GrowCompactness=30%2026.0519.413.3
Grow+Net2WiderCompactness=50%2026.0518.512.6
Grow+Moment TransplantCompactness=20%2026.0517.713.7
Grow+Net2WiderCompactness=40%2026.0517.512.7
Grow+Net2WiderCompactness=30%2026.0516.512.7
GrowCompactness=20%2026.0516.312.9
Grow+GradMaxCompactness=20%2026.0516.212.9
Grow+TwoSpeedCompactness=20%2026.0516.112.9
Grow+Net2WiderCompactness=20%2026.0514.812.4