Product Recommendation on RecIF-Bench Product Rec
2.52Pass@1ReCast
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReCast2026.04 | 2.52 | 18.82 | 4.65 | |
| TextRec2026.01 | 2.31 | 24.1 | 5.68 | |
| OpenOneRec-RL2026.04 | 2.3 | 16.94 | 4.2 | |
| OneRec-SAGEAlignment=SAGE2026.01 | 2.29 | 23.02 | 5.54 | |
| OneRec-GBPOAlignment=GBPO2026.01 | 2.27 | 22.98 | 5.45 | |
| OneRec-8B-ProScale=8B, Variant=Pro2025.12 | 2.23 | 22.9 | 5.38 | |
| OneRec-GRPOAlignment=GRPO2026.01 | 2.23 | 22.9 | 5.38 | |
| OneRec-8BScale=8B2025.12 | 1.87 | 19.71 | 4.7 | |
| LC-Rec-8BScale=8B2025.12 | 1.78 | 18.09 | 4.16 | |
| LC-Rec2026.01 | 1.78 | 18.09 | 4.16 | |
| OneRec-1.7B-ProScale=1.7B, Variant=Pro2025.12 | 1.58 | 17.61 | 4.05 | |
| OneRec-1.7BScale=1.7B2025.12 | 1.44 | 15.71 | 3.6 | |
| TIGER2025.12 | 1.2 | 12.76 | 2.83 | |
| TIGER2026.01 | 1.2 | 12.76 | 2.83 | |
| HSTU2025.12 | 0.55 | 9.14 | 1.78 | |
| BERT4Rec2025.12 | 0.54 | 9.36 | 1.93 | |
| SASRec2025.12 | 0.52 | 9.14 | 1.75 | |
| SASRec2026.01 | 0.52 | 9.14 | 1.75 | |
| GRU4Rec2025.12 | 0.47 | 8.21 | 1.61 | |
| TextRecVariant=Only SFT2026.01 | 0.32 | 9.59 | 1.61 | |
| ReaRec2025.12 | 0.3 | 9.07 | 1.89 | |
| ReaRec2026.01 | 0.3 | 9.07 | 1.89 |