Cross-domain Sequential Recommendation on Amazon Food (test)
43.7H@10AIR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AIRReasoning LLM=Qwen3-4b, Embedding Model=BAAI/bge-m32026.06 | 43.7 | — | 26.3 | |
| LLM-EDTModel Category=Ours2025.11 | 43.49 | 31.09 | — | |
| LLMCDSR2026.06 | 43.3 | — | 22.1 | |
| SASRec2026.06 | 40 | — | 21.3 | |
| LLM4CDSRModel Category=LLMESR2025.11 | 39.76 | 27.02 | — | |
| LLMCDSRModel Category=LLMESR2025.11 | 37.46 | 25.94 | — | |
| LLM-ESRModel Category=LLMESR2025.11 | 36.67 | 24.87 | — | |
| ABXIModel Category=CDSR2025.11 | 36.52 | 24.53 | — | |
| TriCDRModel Category=CDSR2025.11 | 34.57 | 23.01 | — | |
| C2DSRModel Category=CDSR2025.11 | 34.16 | 22.93 | — | |
| SyNCRecModel Category=CDSR2025.11 | 33.62 | 21.16 | — | |
| SASRecModel Category=SRS2025.11 | 32.5 | 20.78 | — | |
| BERT4RecModel Category=SRS2025.11 | 30.25 | 18.69 | — | |
| GRU4RecModel Category=SRS2025.11 | 29.16 | 17.4 | — | |
| GRU4Rec2026.06 | 23.2 | — | 11.8 | |
| FPMC2026.06 | 22.9 | — | 12.6 | |
| SRGNN2026.06 | 20.7 | — | 10.8 | |
| Caser2026.06 | 13.3 | — | 5.8 | |
| C2DSR2026.06 | 13.1 | — | 6.9 | |
| FEARec2026.06 | 10.7 | — | 5.2 | |
| MGCL2026.06 | 8.5 | — | 4.1 | |
| π-Net2026.06 | 6.3 | — | 3.2 | |
| TPUF2026.06 | 4 | — | 1.7 |