Label-Conditional Recommendation on RecIF-Bench Label-Cond. Rec
0.0574Pass@32TextRec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TextRec2026.01 | 0.0574 | — | 0.0261 | |
| OneRec-SAGEAlignment=SAGE2026.01 | 0.0561 | — | 0.0254 | |
| OneRec-GBPOAlignment=GBPO2026.01 | 0.0553 | — | 0.0248 | |
| OneRec-8B-ProScale=8B, Variant=Pro2025.12 | 0.0549 | 0.0099 | 0.0235 | |
| OneRec-GRPOAlignment=GRPO2026.01 | 0.0549 | — | 0.0235 | |
| OneRec-8BScale=8B2025.12 | 0.0535 | 0.0097 | 0.0228 | |
| OneRec-1.7BScale=1.7B2025.12 | 0.0431 | 0.0064 | 0.0184 | |
| LC-Rec-8BScale=8B2025.12 | 0.042 | 0.0079 | 0.017 | |
| OneRec-1.7B-ProScale=1.7B, Variant=Pro2025.12 | 0.042 | 0.0067 | 0.0182 | |
| LC-Rec2026.01 | 0.042 | — | 0.017 | |
| GRU4Rec2025.12 | 0.0393 | 0.0032 | 0.0143 | |
| HSTU2025.12 | 0.0383 | 0.0026 | 0.0139 | |
| ReaRec2025.12 | 0.0381 | 0.0027 | 0.0137 | |
| ReaRec2026.01 | 0.0381 | — | 0.0137 | |
| SASRec2025.12 | 0.038 | 0.0026 | 0.014 | |
| SASRec2026.01 | 0.038 | — | 0.014 | |
| BERT4Rec2025.12 | 0.0372 | 0.0026 | 0.0135 | |
| TIGER2025.12 | 0.0337 | 0.0044 | 0.0123 | |
| TIGER2026.01 | 0.0337 | — | 0.0123 | |
| TextRecVariant=Only SFT2026.01 | 0.0334 | — | 0.0128 | |
| ReCast2026.04 | 0.0292 | 0.0056 | 0.012 | |
| OpenOneRec-RL2026.04 | 0.0289 | 0.0041 | 0.0116 |