Diversity Analysis on MovieLens 1M
4Unique Top-1Embedding Cosine
Evaluation Results
| Method | Links | |
|---|---|---|
| Embedding CosineInterpretation=Some personalization2026.02 | 4 | |
| Candidates OnlyInterpretation=Moderate personalization2026.02 | 4 | |
| VARK-LLM (CE Rerank)Interpretation=Moderate personalization2026.02 | 3 | |
| RandomInterpretation=No personalization2026.02 | 1 | |
| PopularityInterpretation=Same top item for all2026.02 | 1 |