Share your thoughts, 1 month free Claude Pro on usSee more

Latent Preference Modeling on MPT Context-Free, Preference Recall

76.1Precision

PREFINE

Updated 1mo ago

Evaluation Results

Method	Links
PREFINE 2026.04		76.1	63.66	69.3
PREFINE 2026.04		74.46	82.99	78.41
PREFINE 2026.04		73.23	83.43	77.9
PREFINE 2026.04		71.45	85.37	77.75
LangMem 2026.04		69.25	86.7	77
Gemini-3-Flash 2026.04		63.27	87.81	73.55
PREFINE 2026.04		62.11	66.7	64.25
GPT-5-mini 2026.04		61.42	88.64	72.56
GPT-5 2026.04		59.39	86.7	70.5
RAG (Top-5) 2026.04		52.42	60.11	56
Mem0 2026.04		52.36	55.4	53.84
GPT-4o-mini 2026.04		50.09	76.18	60.44
Gemma-3-12B 2026.04		47.78	38.78	42.81
PREFINE 2026.04		44.72	71.3	54.95
PREFINE 2026.04		36	57.23	44.19
PREFINE 2026.04		35.4	81.22	49.31
R1-Distill-Llama-8B 2026.04		32.29	71.47	44.48
R1-Distill-Qwen-7B 2026.04		21.12	56.51	30.75
CodeGemma-7B 2026.04		19.63	67.31	30.39