LLM Preference Alignment on PrefEval benchmark leaderboard · SOTA2 Research

LLM Preference Alignment on PrefEval

68.8AccPFCDRA

Evaluation Results

Method	Links
CDRA2025.10		68.8	62.5	21	27.7	37.5	15.2
GRPO2025.10		67	51.8	27.3	53.6	17	1.8
SFT2025.10		66.9	58	24.7	21.4	34.8	10.7
CoT2025.10		62.5	61.6	20.3	54.5	18.8	0.9
TPO2025.10		62.5	48.2	20.7	58.9	19.6	0
Few-shot2025.10		56.3	38.4	23.3	38.4	2.7	0.9
Zero-shot2025.10		37.5	10.7	28.7	8.9	4.5	0.9