Sequential Recommendation on Amazon Video Games 2023 (test)
18.81Recall@10DiffuReason
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffuReasonBackbone=HSTU2026.02 | 18.81 | 10.41 | 12.19 | 8.13 | |
| HSTUBackbone=HSTU2026.02 | 17.38 | 9.45 | 11.1 | 7.31 | |
| DiffuReasonBackbone=SASRec2026.02 | 9.52 | 4.33 | 6.04 | 3.16 | |
| LARESReasoning=depth-recurrent latent reasoning2026.02 | 9.33 | 4.29 | 6 | 3.21 | |
| ReaRecBackbone=SASRec2026.02 | 9.2 | 4.18 | 5.93 | 3.13 | |
| SASRecBackbone=SASRec2026.02 | 9.03 | 4.09 | 5.78 | 3.04 | |
| DiffuReasonBackbone=TIGER2026.02 | 8.3 | 4.48 | 5.45 | 3.56 | |
| TIGERBackbone=TIGER2026.02 | 8.07 | 4.29 | 5.11 | 3.34 | |
| EncodeRec-300MFramework=UniSRec, Backbone=EncodeRec-300M, Parameters=300M2026.01 | 2.63 | 1.42 | — | — | |
| Blair-LargeFramework=UniSRec, Backbone=Blair-Large2026.01 | 2.47 | 1.34 | — | — | |
| EmbeddingGemmaFramework=UniSRec, Backbone=EmbeddingGemma, Parameters=300M2026.01 | 2.44 | 1.29 | — | — | |
| Blair-BaseFramework=UniSRec, Backbone=Blair-Base2026.01 | 2.41 | 1.28 | — | — | |
| EncodeRec-22MFramework=UniSRec, Backbone=EncodeRec-22M, Parameters=22M2026.01 | 2.32 | 1.26 | — | — | |
| MiniLM-L6-v2Framework=UniSRec, Backbone=MiniLM-L6-v2, Parameters=22M2026.01 | 2.31 | 1.23 | — | — | |
| BERTFramework=UniSRec, Backbone=BERT2026.01 | 2.14 | 1.16 | — | — |