Preference Prediction on MovieLens 10k
61Accuracy (Q=0.25)logit
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| logitFeatures=onehot2025.10 | 61 | 61 | 61 | |
| probit (best-of-three)Features=onehot2025.10 | 61 | 61 | 61 | |
| logitFeatures=onehot2025.10 | 61 | 61 | 62 | |
| probit (best-of-three)Features=onehot2025.10 | 61 | 61 | 61 | |
| matrix completionFeatures=llm2025.10 | 60 | 60 | 60 | |
| directFeatures=llm2025.10 | 60 | 60 | 60 | |
| matrix completionFeatures=onehot2025.10 | 60 | 60 | 60 | |
| logitFeatures=llm2025.10 | 59 | 59 | 59 | |
| probit (best-of-three)Features=llm2025.10 | 59 | 59 | 59 | |
| probit (pairwise)Features=onehot2025.10 | 59 | 59 | 59 | |
| logitFeatures=llm2025.10 | 59 | 59 | 59 | |
| matrix completionFeatures=llm2025.10 | 59 | 59 | 59 | |
| probit (best-of-three)Features=llm2025.10 | 59 | 59 | 59 | |
| matrix completionFeatures=onehot2025.10 | 59 | 59 | 59 | |
| probit (pairwise)Features=onehot2025.10 | 59 | 59 | 60 | |
| directFeatures=onehot2025.10 | 58 | 59 | 59 | |
| probit (pairwise)Features=llm2025.10 | 58 | 58 | 58 | |
| probit (pairwise)Features=llm2025.10 | 57 | 57 | 57 | |
| directFeatures=onehot2025.10 | 57 | 57 | 57 | |
| directFeatures=llm2025.10 | 56 | 56 | 57 |