Cross-domain Out-of-Distribution Recommendation on Douban Movie -> Music OOD #2
0.3564HR@10CICDOR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CICDOR2025.05 | 0.3564 | 0.1961 | |
| CICDORvariant=w/ gpt2qwen2025.05 | 0.3544 | 0.1948 | |
| CICDORvariant=w/ gpt2glm2025.05 | 0.3521 | 0.1937 | |
| CICDORvariant=w/ direct-LLM2025.05 | 0.3462 | 0.1843 | |
| CICDORvariant=w/o confounder2025.05 | 0.3345 | 0.1781 | |
| DT3OR2025.05 | 0.3336 | 0.1778 | |
| CICDORvariant=w/o specific-level2025.05 | 0.3326 | 0.1774 | |
| CICDORvariant=w/o shared-level2025.05 | 0.3309 | 0.1768 | |
| CausalDiffRec2025.05 | 0.3246 | 0.1758 | |
| CDCOR2025.05 | 0.3217 | 0.1745 | |
| DCCL2025.05 | 0.3172 | 0.1723 | |
| DR-GNN2025.05 | 0.3089 | 0.1704 | |
| CICDORvariant=w/o dual-level2025.05 | 0.3015 | 0.1663 | |
| InvCF2025.05 | 0.2905 | 0.1589 | |
| DICE2025.05 | 0.2825 | 0.1519 | |
| COR2025.05 | 0.2758 | 0.1487 | |
| PTUPCDR2025.05 | 0.2721 | 0.1473 | |
| PopGo2025.05 | 0.2682 | 0.1434 | |
| CUT2025.05 | 0.2653 | 0.1422 | |
| CausPref2025.05 | 0.2601 | 0.1416 |