Value Alignment Text Rewriting on Value Alignment Dataset benchmark leaderboard · SOTA2 Research

Value Alignment Text Rewriting on Value Alignment Dataset

87.32Consistency MeanVISA

Evaluation Results

Method	Links
VISA2026.03		87.32	0.107	87.33	0.1179	87.29	0.1354	77.56	0.3049	70.75	0.3143
Simple-Prompt2026.03		84.06	0.1496	85.23	0.1599	81.72	0.1979	79.86	0.3011	69.35	0.3167
Simple-Prompt2026.03		78.31	0.1777	81.71	0.1883	71.51	0.2666	77.17	0.2877	70.89	0.3079
Rule-Based-Instruct2026.03		76.52	0.1721	75.64	0.1994	78.29	0.2042	80.33	0.304	69.77	0.3138
CoT-Instruct2026.03		68.12	0.1947	63.86	0.2404	76.65	0.2275	80.79	0.3044	69.93	0.3154
Rule-Based-Instruct2026.03		67.92	0.2349	69.71	0.2563	64.34	0.3078	77.19	0.2893	72.14	0.3069
CoT-Instruct2026.03		65.14	0.1821	59.08	0.2439	77.25	0.217	75.7	0.2728	74.58	0.2968
Simple-Prompt2026.03		61.28	0.2174	62.3	0.2385	59.24	0.3494	70.95	0.2551	74.59	0.287
CoT-Instruct2026.03		58.28	0.223	55.2	0.2559	64.44	0.2959	72.28	0.2507	74.54	0.3092
Rule-Based-Instruct2026.03		49.31	0.236	49.25	0.2681	49.42	0.2998	72.51	0.2661	75.91	0.3083
Vanilla2026.03		23.4	0.1694	17.4	0.1615	35.38	0.2821	90.81	0.2832	67.42	0.3305