Next-item Prediction on Taobao Small
3.26Hit@100CORE
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| COREembedding dimension=64, mini-batch size=5122026.01 | 3.26 | 4 | 4.81 | 5.53 | 6.34 | 6.87 | 7.25 | |
| YoutubeDNNembedding dimension=64, mini-batch size=5122026.01 | 2.92 | 3.36 | 3.93 | 4.45 | 5.09 | 5.48 | 5.81 | |
| DiffRecembedding dimension=64, mini-batch size=5122026.01 | 2.84 | 3.46 | 4.57 | 5.56 | 6.48 | 7.07 | 7.51 | |
| SASRecembedding dimension=64, mini-batch size=5122026.01 | 2.82 | 3.61 | 4.61 | 5.31 | 6.02 | 6.51 | 6.87 | |
| LightGCNembedding dimension=64, mini-batch size=5122026.01 | 2.71 | 3.28 | 3.81 | 4.43 | 5.45 | 6.47 | 7.84 | |
| RecDCLembedding dimension=64, mini-batch size=5122026.01 | 2.01 | 2.64 | 3.63 | 4.67 | 5.69 | 6.37 | 6.97 | |
| Swingembedding dimension=64, mini-batch size=5122026.01 | 1.55 | 2.07 | 2.87 | 3.56 | 4.34 | 4.92 | 5.51 | |
| PI2Iembedding dimension=64, mini-batch size=5122026.01 | 1.52 | 2.14 | 3.46 | 5.08 | 7.72 | 9.89 | 11.92 | |
| DSSMembedding dimension=64, mini-batch size=5122026.01 | 1.41 | 1.69 | 2.14 | 2.51 | 3.07 | 3.48 | 3.74 |