Distributional pluralistic alignment on OpinionsQA benchmark leaderboard · SOTA2 Research

Distributional pluralistic alignment on OpinionsQA

1Democrat KL DivergenceCOLD-Kernel

Evaluation Results

Method	Links
COLD-Kernel2026.03		1	0.5	0.97	0.47	0.97	0.48	0.86	0.46	0.74	0.4	0.93	0.47	1.04	0.5	0.95	0.47
ReFT(vector)2026.03		1.69	0.53	1.65	0.52	1.48	0.49	1.67	0.53	1.42	0.5	1.62	0.52	1.77	0.52	1.62	0.51
COLD-FD2026.03		2.33	0.69	2.4	0.72	1.62	0.55	2.14	0.67	2	0.62	2.26	0.7	2.32	0.7	2.17	0.7
Base2026.03		2.45	0.56	2.38	0.57	2.18	0.54	2.43	0.56	2.14	0.54	2.38	0.57	2.33	0.55	2.39	0.57