rankings / model / SevenNet

SevenNet

SevenNet is a machine-learning interatomic potential — version 0.10 · from Open community · GPL-3.0 license · 3.4M parameters. ScoreMol scores it on 6 benchmark suites covering Formation energy, Force MAE, Lattice parameters, Polymorph ranking (ρ), Stable-set discovery (F1), Γ-point frequency error, False imaginary-mode rate, Missed-instability rate, Ionic conductivity, RDF / structure factor, NVE energy drift, MD stability 1000 K, Liquid density, Self-diffusion, OOD degradation, each run under the same protocol on held-out reference data with cluster-bootstrap confidence intervals.

Suites: FormE-40k, Hull-5k, Phon-1k, MD-Electro-800, Liq-300, OOD-X.