Cross-domain Out-of-Distribution Recommendation on Douban Movie -> Music OOD #3
38.82HR@10CICDOR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CICDOR2025.05 | 38.82 | 21.94 | |
| CICDORvariant=w/ gpt2qwen2025.05 | 38.51 | 21.79 | |
| CICDORvariant=w/ gpt2glm2025.05 | 38.07 | 21.63 | |
| CICDORvariant=w/ direct-LLM2025.05 | 37.45 | 20.91 | |
| DT3OR2025.05 | 36.26 | 19.93 | |
| CICDORvariant=w/o confounder2025.05 | 36.18 | 19.89 | |
| CICDORvariant=w/o specific-level2025.05 | 35.93 | 19.76 | |
| CausalDiffRec2025.05 | 35.81 | 19.68 | |
| CICDORvariant=w/o shared-level2025.05 | 35.74 | 19.62 | |
| CDCOR2025.05 | 35.43 | 19.56 | |
| DCCL2025.05 | 34.38 | 18.42 | |
| DR-GNN2025.05 | 33.48 | 17.85 | |
| CICDORvariant=w/o dual-level2025.05 | 32.8 | 17.65 | |
| InvCF2025.05 | 31.77 | 17.88 | |
| DICE2025.05 | 30.47 | 17.29 | |
| COR2025.05 | 29.96 | 16.55 | |
| PopGo2025.05 | 29.13 | 16.06 | |
| PTUPCDR2025.05 | 28.92 | 15.74 | |
| CUT2025.05 | 28.65 | 15.57 | |
| CausPref2025.05 | 28.4 | 15.44 |