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Generative Recommendation on Kuaishou Advertising Platform Online A/B Test
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4.32
Revenue Change (%)
UVR + DBS
1.5744
2.2872
3
3.7128
Feb 26, 2026
Revenue Change (%)
QPS Change (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Revenue Change (%)
QPS Change (%)
UVR + DBS
Setting=Serving Optimi...
2026.02
4.32
20
GR4AD
Components=UVR + DBS +...
2026.02
4.28
117
Unified VSL & RSPO (UVR)
Setting=Learning Optim...
2026.02
4.01
-25
UVR + DBS + DeepSeek-MTP
Setting=Serving Optimi...
2026.02
3.98
117
VSL + RSPO
Setting=Learning Optim...
2026.02
3.86
-25
VSL + GRPO
Setting=Learning Optim...
2026.02
3.21
-25
VSL + DPO
Setting=Learning Optim...
2026.02
3.16
-25
VSL
Setting=Learning Optim...
2026.02
2.8
-25
UA-SID
Setting=+ UA-SID
2026.02
1.92
0
OneRec-V2
Setting=GR-Base
2026.02
1.68
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