Cross-domain recommendation on Cross-Video
2.41Pass@64OneReason RFT thinking
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OneReason RFT thinkingCategory=Itemic Token-Based2026.06 | 2.41 | 24 | |
| OneReason RFT non-thinkingCategory=Itemic Token-Based2026.06 | 2.08 | 19 | |
| LC-Rec-PT-SFT-8BCategory=Itemic Token-Based2026.06 | 1.49 | 13 | |
| OneReason SFT non-thinkingCategory=Itemic Token-Based2026.06 | 1.33 | 11 | |
| TIGERCategory=Itemic Token-Based2026.06 | 0.88 | 7 | |
| OneReason SFT thinkingCategory=Itemic Token-Based2026.06 | 0.71 | 6 | |
| Qwen3-32BCategory=Text-Based2026.06 | 0.33 | 3 | |
| Gemini-3-PreviewCategory=Text-Based2026.06 | 0.29 | 3 | |
| Qwen3-235B-A22BCategory=Text-Based2026.06 | 0.24 | 2 | |
| GPT-5.4Category=Text-Based2026.06 | 0.24 | 2 | |
| LC-Rec-SFT-Only-8BCategory=Itemic Token-Based2026.06 | 0.22 | 2 | |
| LC-Rec-SFT-Only-14BCategory=Itemic Token-Based2026.06 | 0.2 | 1 | |
| GPT-4o-miniCategory=Text-Based2026.06 | 0.19 | 2 | |
| Claude-Opus-4.6Category=Text-Based2026.06 | 0.14 | 1 | |
| Deepseek-V3.2Category=Text-Based2026.06 | 0.11 | 1 | |
| HSTUCategory=ID-Based2026.06 | 0.1 | 1 | |
| Qwen3-8BCategory=Text-Based2026.06 | 0.05 | 1 | |
| SASRecCategory=ID-Based2026.06 | 0.03 | 1 |