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Price of Anarchy analysis research benchmarks · SOTA2 Research

Price of Anarchy analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Auction Setting Budget + RoS Valuation maximizing agents Concave Valuation Functions Pure Nash Equilibrium

Quasi-proportional FPA (q-FPA)

2PoA

2

Apr 15, 2026

Auction Setting Budget + RoS, Hybrid agents Concave Valuation Functions (Pure Nash Equilibrium)

Modified Proportional Mechanism (m-PM)

1PoA

1

Apr 15, 2026

Auction Setting Budget + RoS Mix: both valuation and utility maximizing agents Concave Valuation Functions Pure Nash Equilibrium

Proportional Mechanism (PM)

2Price of Anarchy (PoA)

1

Apr 15, 2026

Auction Setting RoS Mix: both valuation and utility maximizing agents Concave Valuation Functions Pure Nash Equilibrium

First-Price Auction (FPA)

2.188PoA

1

Apr 15, 2026

Auction Setting RoS, Valuation maximizing agents Concave Valuation Functions Pure Nash Equilibrium

First-Price Auction (FPA)

2PoA

1

Apr 15, 2026

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