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SCF iteration reduction on MD22 In-distribution

40Relative Iteration Reduction (1 - RIC)QHFlow (Kim et al. [2026])
32.7234.6136.538.39Apr 23, 2026

Evaluation results

MethodLinks
QHFlow (Kim et al. [2026])Theory=B3LYP/SVP, Δ-Learning=true, Note=Evaluated on MD222026.0440
QHNet (Zhang et al. [2024])Theory=B3LYP/SVP, Δ-Learning=true, Note=Trained on MD22 and QH9 datasets, and evaluated on MD22, Self-consistency tuning=true2026.0434
QHNet (Kim et al. [2026])Theory=B3LYP/SVP, Note=Evaluated on MD22, Self-consistency tuning=true2026.0433