Sequential Recommendation on zvuk
0.094NDCG@10CCE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CCEModel=SASRec, Loss Function=CCE2025.08 | 0.094 | — | — | |
| CCE-Model=SASRec, Loss Function=CCE-2025.08 | 0.0852 | — | — | |
| CEModel=SASRec, Loss Function=CE2025.08 | 0.0797 | — | — | |
| CE-Model=SASRec, Loss Function=CE-2025.08 | 0.0675 | — | — | |
| RoPEPositional Encoding Scheme=Rotary Positional Embeddings2026.02 | 0.0106 | 0.0141 | 0.0618 | |
| RoPE + Position-Aware Kernel AttentionPositional Encoding Scheme=Combined RoPE and Kernel Attention2026.02 | 0.0106 | 0.014 | 0.0616 | |
| CAPEPositional Encoding Scheme=Contextual Positional Encoding2026.02 | 0.01 | 0.0134 | 0.0505 | |
| Position-Aware Kernel AttentionPositional Encoding Scheme=Proposed Kernel Attention2026.02 | 0.0094 | 0.0127 | 0.0634 | |
| NoPEPositional Encoding Scheme=No Positional Encoding2026.02 | 0.0083 | 0.0113 | 0.056 | |
| ClassicPositional Encoding Scheme=Additive Positional Embeddings2026.02 | 0.0081 | 0.0109 | 0.0496 | |
| BCEModel=SASRec, Loss Function=BCE2025.08 | 0.0046 | — | — |