Recommendation on ReDial (HIT/MRR/NDCG @5/10)
19.4HIT@5CARECRS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CARECRSmode=zero-shot2025.08 | 19.4 | 24.8 | 13.3 | 14 | 14.8 | 16.6 | |
| MemoCRScategory=LLM2025.08 | 13.6 | 21.5 | 7.2 | 8.2 | 8.8 | 11.3 | |
| ZSCRScategory=LLM2025.08 | 11.1 | 16.5 | 5.7 | 6.4 | 7 | 8.7 | |
| UniCRScategory=Learning, backbone=DialoGPT, parameters=762M, mode=fine-tuned2025.08 | 10.1 | 16.1 | 3.9 | 4.7 | 5.4 | 7.3 | |
| INSPIREDcategory=BMK2025.08 | 9.9 | 16.8 | 5 | 5.9 | 6.2 | 8.4 | |
| KGSFcategory=Learning2025.08 | 9.1 | 13.8 | 3.9 | 4.5 | 5.1 | 6.6 | |
| KBRDcategory=Learning2025.08 | 8.2 | 14 | 3.4 | 4.2 | 4.6 | 6.5 | |
| SASReccategory=Learning2025.08 | 3.6 | 5.6 | 2 | 2.3 | 2.4 | 3 | |
| ReDialcategory=BMK2025.08 | 2.9 | 4.1 | 1.7 | 1.9 | 2 | 2.4 |