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Recommender System Revenue Maximization on Online A/B Test Production Traffic (Four-week Deployment)
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16.67
Revenue
MaRCA-MPC
-0.6668
3.8341
8.335
12.8359
Dec 30, 2025
Revenue
GMV
Impressions
Clicks
ROI
CTR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Revenue
GMV
Impressions
Clicks
ROI
CTR
MaRCA-MPC
Balancer Type=MPC-Based
2025.12
16.67
18.18
14.24
19.51
1.29
5.22
MaRCA-Feedback
Balancer Type=Feedback...
2025.12
14.93
15.65
11.67
17.79
0.64
5.58
RL-MPCA
2025.12
12.16
13.78
9.07
15.37
0.55
4.85
DCAF
2025.12
3.67
6.16
4.92
5.38
2.4
0.69
Static
Description=Fixed allo...
2025.12
0
0
0
0
0
0
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