Recommendation on MovieLens 1M (R@5, N@5, R@20, N@20)
57.02R@5EviRank
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EviRankMethod Category=LLM, Backbone=Qwen2.52026.06 | 57.02 | 42.39 | 69.37 | 60.18 | |
| EviRankMethod Category=LLM, Backbone=Llama32026.06 | 56.73 | 41.88 | 68.1 | 59.21 | |
| EviRankMethod Category=LLM, Backbone=Mistral2026.06 | 55.86 | 41.1 | 64.34 | 57.71 | |
| LLM4RerankMethod Category=LLM2026.06 | 51.74 | 40.13 | 63.89 | 56.16 | |
| PepRecMethod Category=LLM2026.06 | 48.87 | 38.63 | 56.14 | 42.73 | |
| RankGPTMethod Category=LLM2026.06 | 48.69 | 38.6 | 56.11 | 42.69 | |
| SASRecMethod Category=CF2026.06 | 42.86 | 31.54 | 54.12 | 37.59 | |
| BERT4RecMethod Category=CF2026.06 | 40.71 | 30.42 | 53.16 | 34.26 | |
| GMFMethod Category=CF2026.06 | 40.15 | 29.78 | 50.12 | 32.78 |