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Ad Auction Mechanism Evaluation on Scenario 1 (5 Ads + 1 Organic Document)

1.64Revenue per AdQP w/ repl.
0.84961.05481.261.4652May 7, 2026

Evaluation results

MethodLinks
QP w/ repl.allocation=with replacement2026.051.645.92.170.022.15
QP w/o repl.allocation=without replacement2026.051.635.422.120.011.67
Seg w/ repl.allocation=with replacement2026.051.1351.970.183
QP multi-allocallocation=multi-allocation2026.051.075.992.27—2
Seg w/o repl.allocation=without replacement2026.051.064.481.840.193
Seg multi-allocallocation=multi-allocation2026.050.884.461.82—3