LJ cluster optimization on LJ cluster high-dimensional (d=18) benchmark leaderboard · SOTA2 Research

LJ cluster optimization on LJ cluster high-dimensional (d=18)

0.509Final DistanceSHAPE

Evaluation Results

Method	Links
SHAPE2026.05		0.509	0.295	0.207	2.6	0.585	0.933	0.796
Adam2026.05		0.666	0.13	0.13	0	0.632	0.912	0.912
GD2026.05		0.686	0.032	0.032	0.4	0.644	0.338	0.333
RMSProp2026.05		0.82	0.021	0.021	0	0.705	0.291	0.291
Momentum2026.05		0.867	0.074	0.073	0	0.768	0.434	0.388
NAG2026.05		0.964	0.153	0.135	0	0.849	0.533	0.426