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Papers Benchmarks Datasets Tasks

Revenue Approximation research benchmarks · SOTA2 Research

Revenue Approximation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

alpha-strongly regular bidder distributions

simultaneous model

5.2RS / OptRev Ratio

3

May 22, 2026

Regular bidder distributions

seller-first model

0RS/OptRev Ratio

2

May 22, 2026

MHR (Monotone Hazard Rate) bidder distributions

seller-first model

0RI / OptRev

1

May 22, 2026

Popular datasets

Regular bidder distributions MHR bidder distributions alpha-strongly regular bidder distributions

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