Conversational Recommendation on MovieLens sample
18Recall@5LatentCRS_F
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LatentCRS_Fsetting=single-turn setting2025.03 | 18 | 12.09 | 31.8 | 16.04 | |
| LatentCRS_Vsetting=single-turn setting2025.03 | 16 | 11.39 | 32 | 15.82 | |
| LatentCRS_Bsetting=single-turn setting2025.03 | 14.2 | 8.79 | 34 | 14.26 | |
| CRAGsetting=single-turn setting2025.03 | 10.4 | 8.23 | 22 | 8.49 | |
| UniCRSsetting=single-turn setting2025.03 | 9.2 | 5.51 | 27.7 | 10.67 | |
| Chat-Recsetting=single-turn setting2025.03 | 8.6 | 5.46 | 15 | 9.5 | |
| Gemini-1.5-Prosetting=single-turn setting2025.03 | 6.8 | 4.14 | 9.6 | 6.04 | |
| GPT-4setting=single-turn setting2025.03 | 6.4 | 4.21 | 10.2 | 6.22 | |
| Llama-3.1-8Bsetting=single-turn setting2025.03 | 5.4 | 3.96 | 9.2 | 5.07 | |
| InteRecAgentsetting=single-turn setting2025.03 | 0.6 | 0.43 | 2.2 | 0.87 |