Taobao
Benchmarks
TaskDatasetSOTA resultTrendResults
Taobao (test)
0.852HR@10
11
Taobao
-1.115NLL
10
TaoBao real-world A/B (test)
5.77ROI
10
Taobao (test)
3.3HR@20
10
Taobao
2.87HR@20
10
Taobao
12.28HR@20
10
Taobao Evaluation Dataset (offline)
69.63AUC
10
Taobao
61.89AUC
9
Taobao Small
3.26Hit@100
9
Taobao (Local)
0.802ROC-AUC
8
Taobao Global
71.81ROC-AUC
8
Taobao real-world dataset search labels (test)
51.3Recall@10
8
Taobao (long-term)
0.938AUC
8
Taobao
0.21RMSE
7
Taobao (streaming)
100AUC
7
Taobao
0.19Recall@10
6
TAOBAO
9.89OTD
6
Taobao Large
2.65Hit@100
6
Taobao Offline (test)
0.789AUC
6
Taobao held-out (test)
67AUC
5
Taobao Hit@4k
2.31Base@1k
5
Taobao Hit@2k
133Base@1k
5
Taobao Online A/B (test)
7.07CTR
4
Taobao Online A/B Test Jan 20-27
49.88PVR
2
Taobao Guess You Like section 7-day (online experiment)
8.93PVR
1