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Benchmarks
Handwritten digit classification on MNIST (test)
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97.44
Accuracy (Complete)
CIL
97.2424
97.2937
97.345
97.3963
Jan 12, 2026
Accuracy (Complete)
Accuracy (Regular)
Accuracy (Ring)
Accuracy (Erdős–Rényi)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (Complete)
Accuracy (Regular)
Accuracy (Ring)
Accuracy (Erdős–Rényi)
CIL
Data Partitioning=i.i....
2026.01
97.44
97.16
97.6
97.25
CIL
Data Partitioning=i.i....
2026.01
97.32
97.79
97.64
97.09
Standard SGD
Data Partitioning=i.i.d.
2026.01
97.29
97.42
97.36
97.41
DeCaFork
Data Partitioning=i.i.d.
2026.01
97.25
97.31
97.49
97.12
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