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Private GBDT Training research benchmarks · SOTA2 Research

Private GBDT Training

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic (n=1.4x10^5, D=5, B=10, m0=7, m1=16) - 100Mbps WAN

400Training Time (s)

3

May 27, 2026

Synthetic LAN (n=1.4x10^5, D=5, B=10, m0=7, m1=16)

114Training Time (s)

3

May 27, 2026

Synthetic LAN (n=2x10^5, D=4, B=8, m0=8, m1=7)

96.5Training Time (s)

3

May 27, 2026

Synthetic LAN (n=5x10^4, D=4, B=8, m0=8, m1=7)

39Training Time (s)

3

May 27, 2026

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