Sequential Recommendation on PixelRec
0.66Recall@1MSCGRec
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MSCGRecRecommendation Paradigm=Generative Recommendation2026.02 | 0.66 | 2.21 | 3.34 | 1.44 | 1.81 | 1.19 | 1.34 | — | — | |
| BERT4RecRecommendation Paradigm=Sequential Recommendation2026.02 | 0.6 | 2.12 | 3.28 | 1.37 | 1.74 | 1.12 | 1.27 | — | — | |
| GRU4RecRecommendation Paradigm=Sequential Recommendation2026.02 | 0.59 | 1.98 | 3.03 | 1.29 | 1.63 | 1.07 | 1.2 | — | — | |
| FDSARecommendation Paradigm=Sequential Recommendation2026.02 | 0.48 | 1.72 | 2.7 | 1.1 | 1.42 | 0.9 | 1.03 | — | — | |
| ETEGRecRecommendation Paradigm=Generative Recommendation2026.02 | 0.47 | 1.63 | 2.5 | 1.06 | 1.33 | 0.87 | 0.98 | — | — | |
| SASRecRecommendation Paradigm=Sequential Recommendation2026.02 | 0.44 | 2.15 | 3.35 | 1.3 | 1.69 | 1.03 | 1.19 | — | — | |
| CaserRecommendation Paradigm=Sequential Recommendation2026.02 | 0.34 | 1.2 | 1.87 | 0.77 | 0.99 | 0.63 | 0.72 | — | — | |
| LETTERRecommendation Paradigm=Generative Recommendation2026.02 | 0.26 | 0.91 | 1.42 | 0.59 | 0.75 | 0.48 | 0.55 | — | — | |
| MQL4GRecRecommendation Paradigm=Generative Recommendation2026.02 | 0.16 | 0.63 | 1.02 | 0.39 | 0.52 | 0.31 | 0.37 | — | — | |
| TIGERiRecommendation Paradigm=Generative Recommendation, Modality=Image2026.02 | 0.06 | 0.21 | 0.32 | 0.14 | 0.17 | 0.1 | 0.12 | — | — | |
| TIGERtRecommendation Paradigm=Generative Recommendation, Modality=Text2026.02 | 0.04 | 0.15 | 0.26 | 0.1 | 0.13 | 0.09 | 0.1 | — | — | |
| CoSTRecommendation Paradigm=Generative Recommendation2026.02 | 0.02 | 0.07 | 0.11 | 0.04 | 0.06 | 0.03 | 0.04 | — | — |