Taobao
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-behavior Sequential Recommendation | Taobao (test) | HR@570.5 | 16 | |
| Retrieval | Taobao (test) | IC@200.363 | 12 | |
| Multi-behavior Recommendation | Taobao 1 (temporal split) | HR@100.1328 | 12 | |
| Sequential Recommendation | Taobao (test) | HR@1086.5 | 11 | |
| Recommendation | Taobao (test) | HR@100.1592 | 11 | |
| Multi-behavior Recommendation | Taobao (test) | HR@100.8515 | 11 | |
| Negative Recommendation | Taobao (test) | HR@203.3 | 10 | |
| Recommendation (PV) | Taobao | HR@202.87 | 10 | |
| Recommendation (Click) | Taobao | HR@2012.28 | 10 | |
| CTR Prediction | Taobao Evaluation Dataset (offline) | AUC69.63 | 10 | |
| Next-item Prediction | Taobao Small | Hit@1003.26 | 9 | |
| CVR prediction | Taobao (streaming) | AUC100 | 7 | |
| Next-item Prediction | Taobao Large | Hit@1002.65 | 6 | |
| CTR Prediction | Taobao Offline (test) | AUC0.7894 | 6 | |
| Recommendation Retrieval | Taobao Hit@4k | Base@1k2.31 | 5 | |
| Recommendation Retrieval | Taobao Hit@2k | Base@1k133 | 5 | |
| Recommendation | Taobao Online A/B Test Jan 20-27 | PVR49.88 | 2 | |
| Online Ad Recommendation | Taobao Post-Purchase | CTR2.01 | 1 | |
| Online Ad Recommendation | Taobao Guess What You Like | CTR1.22 | 1 |
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