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Network Recovery research benchmarks · SOTA2 Research

Network Recovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ER Network (N=64, |E|=195) - Complex Diffusion (C=1,000 cascades)

0.8Pearson r

12

Jun 8, 2026

ER Network (N=64, |E|=195) - IC Diffusion (C=1,000 cascades)

0.84Pearson Correlation Coefficient (r)

12

Jun 8, 2026

Spain COVID-19 Data

0.174BEP

7

Jun 8, 2026

ER Network (N=64, |E|=195) - Hawkes Diffusion (C=1,000 cascades)

0.82Pearson r

6

Jun 8, 2026

ER Network (N=64, |E|=195) - SIR Diffusion (C=1,000 cascades)

0.84Pearson Correlation Coefficient (r)

6

Jun 8, 2026

ER Network (N=64, |E|=195) - SIS Diffusion (C=1,000 cascades)

0.86Pearson r

6

Jun 8, 2026

ER Network (N=64, |E|=195) - PL-SI Diffusion (C=1,000 cascades)

0.81Pearson r

6

Jun 8, 2026

ER Network (N=64, |E|=195) LT Diffusion (C=1,000 cascades)

0.78Pearson r

6

Jun 8, 2026

Popular datasets

ER Network IC Diffusion ER Network LT Diffusion ER Network - PL-SI Diffusion ER Network - SIS Diffusion ER Network - SIR Diffusion

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