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Papers Benchmarks Datasets Tasks

Federated Learning Convergence research benchmarks · SOTA2 Research

Federated Learning Convergence

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WUSTL_IIoT (Identical)

3.75P-value (vs Async)

2

Apr 8, 2026

Edge_IIoT Dirichlet

0P-value (vs Async)

1

Apr 8, 2026

Edge_IIoT No-Label-Skew

7.798p-value (vs Async)

1

Apr 8, 2026

Edge_IIoT Identical

7.103P-value (vs Async)

1

Apr 8, 2026

WUSTL_IIoT No-Label-Skew

1.62p-value (vs Async)

1

Apr 8, 2026

Gas_Pipeline No-Label-Skew

0P-value (vs Async)

1

Apr 8, 2026

Popular datasets

Edge_IIoT WUSTL_IIoT Gas_Pipeline

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