CTR Prediction on Taobao-MM 99M interaction samples (offline)
61.55GAUCSIREN Sim-GSU
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SIREN Sim-GSUGSU retrieval stage=Similarity-based soft retrieval2026.05 | 61.55 | 2.48 | |
| MUSEGSU retrieval type=Multi-modal integrated2026.05 | 61.48 | 2.36 | |
| SIREN SemID-GSUGSU retrieval stage=Semantic ID-based hard retrieval2026.05 | 61.48 | 2.36 | |
| SIM-HardGSU retrieval strategy=Exact category match2026.05 | 61.45 | 2.31 | |
| SIM-SoftGSU retrieval strategy=Inner-product similarity2026.05 | 61.44 | 2.3 | |
| MISSGSU retrieval type=Multi-modal2026.05 | 60.87 | 1.35 | |
| TWINGSU stage mechanism=Target attention consistency2026.05 | 60.79 | 1.22 | |
| DINGSU retrieval stage=None2026.05 | 60.06 | — |