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Preference Prediction on Netflix Prize 150k ratings

61Accuracy (0.25 Quantile)logit
55.857.1558.559.85Oct 17, 2025

Evaluation results

MethodLinks
logitFeatures=llm2025.10616161
probit (best-of-three)Features=llm2025.10616161
logitFeatures=onehot2025.10616161
probit (best-of-three)Features=onehot2025.10616161
matrix completionFeatures=llm2025.10606060
directFeatures=llm2025.10606061
matrix completionFeatures=onehot2025.10606061
directFeatures=onehot2025.10596060
probit (pairwise)Features=llm2025.10565656
probit (pairwise)Features=onehot2025.10565656