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ResearchFormerly WizWand

Handwritten digit classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

97.79Accuracy (Regular)

10

May 4, 2026

MNIST 1D binarized / original 2D (5,000 random samples, 10-fold cross val)

97.4Test Accuracy

7

Apr 2, 2026

Superpixel MNIST 75 vertices (test)

0.99Accuracy

7

Feb 26, 2026

MNIST non-i.i.d. partitioning, Erdős–Rényi graph 34 (test)

97.51Accuracy

4

Feb 26, 2026

MNIST non-i.i.d. partitioning Ring topology 34 (test)

97.82Accuracy

4

Feb 26, 2026

MNIST non-i.i.d. partitioning, Regular graph 34 (test)

97.19Accuracy

4

Feb 26, 2026

MNIST non-i.i.d. partitioning Complete graph 34 (test)

97.64Accuracy

4

Feb 26, 2026

pendigits (train)

0.256Misclassification Rate

3

Apr 8, 2026

2,027Error Count

3

Apr 8, 2026