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Latent Preference Modeling on MPT Context-Free Preference Induction

0.5487Precision

PREFINE

Updated 1mo ago

Evaluation Results

Method	Links
PREFINE 2026.04		0.5487	0.7085	0.6181
PREFINE 2026.04		0.5318	0.7672	0.6279
PREFINE 2026.04		0.521	0.5754	0.5428
PREFINE 2026.04		0.511	0.8205	0.6295
PREFINE 2026.04		0.5022	0.7399	0.5978
Mem0 2026.04		0.4851	0.7235	0.5808
LangMem 2026.04		0.469	0.6724	0.5526
RAG (Top-5) 2026.04		0.4598	0.7031	0.556
GPT-5-mini 2026.04		0.4467	0.8157	0.5773
Gemini-3-Flash 2026.04		0.4432	0.8123	0.5735
Gemma-3-12B 2026.04		0.4324	0.3823	0.4058
GPT-5 2026.04		0.4322	0.7611	0.5513
GPT-4o-mini 2026.04		0.4239	0.7884	0.5513
PREFINE 2026.04		0.3051	0.7065	0.408
PREFINE 2026.04		0.2882	0.6068	0.3908
PREFINE 2026.04		0.2669	0.4915	0.3458
R1-Distill-Llama-8B 2026.04		0.2524	0.7065	0.372
R1-Distill-Qwen-7B 2026.04		0.1333	0.4437	0.2051
CodeGemma-7B 2026.04		0.1253	0.5427	0.2036