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Preference Prediction on MovieLens 50k ratings
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59
Accuracy (0.25 Quantile)
logit
54.84
55.92
57
58.08
Oct 17, 2025
Accuracy (0.25 Quantile)
Accuracy (0.50 Quantile)
Accuracy (0.75 Quantile)
Updated 6d ago
Evaluation Results
Method
Method
Links
Accuracy (0.25 Quantile)
Accuracy (0.50 Quantile)
Accuracy (0.75 Quantile)
logit
Features=llm
2025.10
59
59
59
direct
Features=llm
2025.10
59
59
60
probit (best-of-three)
Features=llm
2025.10
59
59
59
logit
Features=onehot
2025.10
59
59
59
probit (best-of-three)
Features=onehot
2025.10
59
59
60
matrix completion
Features=llm
2025.10
58
58
58
matrix completion
Features=onehot
2025.10
58
58
58
direct
Features=onehot
2025.10
58
58
59
probit (pairwise)
Features=llm
2025.10
55
55
56
probit (pairwise)
Features=onehot
2025.10
55
55
56
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