Recommendation Systems On Amazon Games
评估指标
Hit@10
nDCG@10
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Hit@10 | nDCG@10 | Paper Title | Repository |
|---|---|---|---|---|
| CARCA | 0.7820 | 0.5730 | CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention | |
| ProxyRCA | 0.809 | 0.611 | Proxy-based Item Representation for Attribute and Context-aware Recommendation | |
| CARCA-Rotatory + Con. | 0.8062 | - | Positional encoding is not the same as context: A study on positional encoding for sequential recommendation | |
| SSE-PT | 0.7757 | 0.5660 | SSE-PT: Sequential Recommendation Via Personalized Transformer | |
| TLSAN | - | - | TLSAN: Time-aware Long- and Short-term Attention Network for Next-item Recommendation | |
| SASRec | 0.7410 | 0.5360 | Self-Attentive Sequential Recommendation |
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