Constrained Optimization on Synthetic constrained optimization benchmark (test) benchmark leaderboard · SOTA2 Research

Constrained Optimization on Synthetic constrained optimization benchmark (test)

-6.16Mean Objective ValueSupervised

Evaluation Results

Method	Links
Supervised2026.03		-6.16	10.7	18.5	71.6	199	0.0003	0.9479
Penalty2026.03		-3.29	0.956	1.52	0.0228	0.589	0.0003	0.9479
FSNet2026.03		-3.28	0	0.0017	0	0.0001	0.2014	71.9913
Solver2026.03		-2.4	0	0	0	0	—	8,033.6
DC32026.03		-1.58	0	0	0.0009	0.117	0.0959	31.921
FSNet2026.03		-0.73	0.0001	0.0019	0	0.0001	0.197	80.0849
Penalty2026.03		-0.06	0.963	1.54	0.0272	0.611	0.0003	0.9479
DC32026.03		5.19	0	0	0.0017	0.221	0.096	32.0881
Adaptive Penalty2026.03		9.79	0.839	1.18	0.0004	0.0928	0.0003	0.9479
Adaptive Penalty2026.03		18.23	0.743	1.06	0.0004	0.0825	0.0003	0.9479
Supervised2026.03		22.49	1.9	2.72	0.123	2.41	0.0003	0.9479