Learning Convex Surrogate Functions on box_logsumexp d=10 benchmark leaderboard · SOTA2 Research

Learning Convex Surrogate Functions on box_logsumexp d=10

0.032Test Relative ErrorPCF

Evaluation Results

Method	Links
PCF2026.04		0.032	0.057	0.288	237.4	1.68
DCP2026.04		0.058	0.089	0.423	461.3	9.6
ReLU2026.04		0.072	0.358	0.724	114	0.81
Norm2026.04		0.078	0.293	0.567	123.2	1.3
SOC2026.04		0.081	0.299	0.574	84.7	1.55
Quad2026.04		0.096	0.261	0.517	111.7	1.07
Softplus2026.04		0.115	0.522	0.979	114.1	0.81