Kuaishou
Benchmarks
TaskDatasetSOTA resultTrendResults
Kuaishou industrial-scale
16.09Recall@100
24
Kuaishou (offline)
2.54HR@10
12
Kuaishou Industrial
74.48AUC
10
Kuaishou (offline)
34.59Consistency
9
Kuaishou (Online)
0.853AUC
8
Kuaishou Industrial
77.79GAUC
7
Kuaishou (offline)
72.84Recall@6
7
Kuaishou Cold-start (items appearing < 3 times)
68.66AUC
6
Kuaishou (all)
74.36AUC
6
Kuaishou
0.001Convex Hull Volume
4
Kuaishou Author Branch (offline)
48.48HitRate@100
3
Kuaishou Video Branch (offline)
39.15Hit Rate@100
3
Kuaishou e-commerce dormant user (test)
30.12HS@1 (L1)
3
Kuaishou Lite Single Page Online A/B (test)
0.165Total App Usage Time (Uplift)
2
Kuaishou Single Page Online A/B Test
0.254Total App Usage Time Uplift
2
Kuaishou Lite Industrial Setting (Online A/B Test)
0.26Total App Usage Time
2
Kuaishou Online A/B (test)
0.13Total App Usage Time Lift (%)
2
Kuaishou Lite production (online)
1.96Exposure
2
Kuaishou production (online)
1.32Exposure
2
Kuaishou 7-day (Online A/B Test)
10.1App Stay Time
1
Kuaishou Online A/B Business Metrics (test)
16.91Query Exposure Lift (%)
1
Kuaishou (Manual Quality Evaluation)
-9Overall Bad Cases
1
Kuaishou e-commerce short-video scenario (online deployment)
1.043Paid Order Count
1
Kuaishou Online A/B Test
0.37Exposure Rate
1
Kuaishou A/B Test (online)
2.804GMV Uplift (%)
1