Conversational Recommendation on CDs (sampled)
19Success Rate@3LatentCRS_F
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LatentCRS_FInteraction Setting=multi-turn2025.03 | 19 | 25.8 | 4.236 | |
| GPT-4Interaction Setting=multi-turn2025.03 | 18.4 | 54.8 | 4.254 | |
| LatentCRS_VInteraction Setting=multi-turn2025.03 | 18.2 | 22 | 4.422 | |
| UNICORNInteraction Setting=multi-turn2025.03 | 17.4 | 23.2 | 4.406 | |
| Gemini-1.5-ProInteraction Setting=multi-turn2025.03 | 17 | 49.8 | 4.412 | |
| UniCRSInteraction Setting=multi-turn2025.03 | 16.4 | 32.4 | 4.59 | |
| Chat-RecInteraction Setting=multi-turn2025.03 | 14.6 | 55.8 | 4.202 | |
| CRIFInteraction Setting=multi-turn2025.03 | 13 | 20.8 | 4.61 | |
| InteRecAgentInteraction Setting=multi-turn2025.03 | 10.2 | 23 | 4.754 | |
| LatentCRS_BInteraction Setting=multi-turn2025.03 | 10 | 14.2 | 4.642 | |
| CRAGInteraction Setting=multi-turn2025.03 | 5.6 | 36.4 | 4.752 | |
| CRMInteraction Setting=multi-turn2025.03 | 4.2 | — | — | |
| Llama-3.1-8BInteraction Setting=multi-turn2025.03 | 0 | 25.8 | 4.832 |