Next-item Prediction on Taobao Large
2.65Hit@100SASRec
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SASRecembedding dimension=64, mini-batch size=5122026.01 | 2.65 | 3.75 | 5.61 | 7.39 | 9.51 | 10.92 | 12 | |
| PI2Iembedding dimension=64, mini-batch size=5122026.01 | 1.55 | 2.61 | 5.03 | 8.11 | 12.63 | 16.07 | 18.86 | |
| COREembedding dimension=64, mini-batch size=5122026.01 | 1.18 | 1.65 | 2.5 | 3.4 | 4.6 | 5.45 | 6.15 | |
| YoutubeDNNembedding dimension=64, mini-batch size=5122026.01 | 1.17 | 1.65 | 2.51 | 3.4 | 4.58 | 5.4 | 6.06 | |
| DSSMembedding dimension=64, mini-batch size=5122026.01 | 1.1 | 1.53 | 2.31 | 3.13 | 4.18 | 4.95 | 5.57 | |
| Swingembedding dimension=64, mini-batch size=5122026.01 | 0.83 | 1.15 | 1.72 | 2.31 | 3.09 | 3.67 | 4.12 |