| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| REDIAL | ConvRec-R1 (Llama-3.2-3B) | Recall@50.2691 | 40 | 4d ago | |
| INSPIRED (test) | KERL | R@110.6 | 33 | 4d ago | |
| REDDIT V2 (test) | CRAG | Recall@511.46 | 26 | 4d ago | |
| REDDIT V2 | Llama-3.2-3B + SFT + Rank-GRPO (exp∞) | Recall@511.78 | 23 | 4d ago | |
| ReDial | BARCOR_ReDial | User Satisfaction2.3 | 15 | 4d ago | |
| INSPIRED | BARCOR_OpenDialKG | User Satisfaction2.2 | 15 | 4d ago | |
| MovieBot | IAI MovieBot | User Satisfaction2.5 | 15 | 4d ago | |
| TG-ReDial | UCCR | HR@100.0232 | 13 | 4d ago | |
| Yelp (test) | ReAct | Success Rate57 | 10 | 4d ago | |
| Amazon Reviews Game 2023 (test) | ActCRS | SR43 | 10 | 4d ago | |
| Amazon Book Reviews 2023 (test) | MACRS | SR63 | 10 | 4d ago | |
| ReDial (test) | KERL | Recall@15.6 | 9 | 4d ago | |
| GoRecDial 1.0 (test) | CR-Walker | T@181.1 | 4 | 4d ago | |
| REDIAL | KBRD | Recall@13 | 4 | 4d ago | |
| INSPIRED Offline 1.0 | Llama2 + FNSCRS | R@19.32 | 4 | 4d ago | |
| ReDial 1.0 (Offline) | Llama2 + FNSCRS | R@14.46 | 4 | 4d ago |
