Conversational Recommendation on MovieLens 1M (sampled)
53.2S@3LatentCRS_V
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LatentCRS_VInteraction Setting=multi-turn2025.03 | 53.2 | 65 | 3.298 | |
| LatentCRS_FInteraction Setting=multi-turn2025.03 | 47.2 | 56.2 | 3.424 | |
| CRMInteraction Setting=multi-turn2025.03 | 41.3 | — | — | |
| LatentCRS_BInteraction Setting=multi-turn2025.03 | 38.8 | 48.2 | 3.76 | |
| UniCRSInteraction Setting=multi-turn2025.03 | 37.6 | 62.2 | 3.578 | |
| CRAGInteraction Setting=multi-turn2025.03 | 34.8 | 58.2 | 3.874 | |
| CRIFInteraction Setting=multi-turn2025.03 | 26.6 | 44.8 | 4.064 | |
| UNICORNInteraction Setting=multi-turn2025.03 | 24.8 | 37.8 | 4.174 | |
| GPT-4Interaction Setting=multi-turn2025.03 | 24.6 | 60.2 | 3.472 | |
| Gemini-1.5-ProInteraction Setting=multi-turn2025.03 | 22.4 | 58 | 3.484 | |
| Chat-RecInteraction Setting=multi-turn2025.03 | 21.2 | 68.6 | 3.618 | |
| Llama-3.1-8BInteraction Setting=multi-turn2025.03 | 18.8 | 54 | 3.624 | |
| InteRecAgentInteraction Setting=multi-turn2025.03 | 7 | 23 | 4.754 |