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ResearchFormerly WizWand

Auction Mechanism Design

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Quota Auctions nxm (test)

0.008Regret Mean

16

Feb 26, 2026

Entropy Auctions nxm (test)

0.006Regret Mean

16

Feb 26, 2026

TVF Auctions nxm (test)

0.005Regret Mean

16

Feb 26, 2026

Uniform auction 2 x 2 (test)

91.3Revenue

4

Feb 26, 2026

1 x 2 Uniform auction (test)

56.3Revenue

4

Feb 26, 2026

5 x 1 Uniform U[0, 1] (test)

67.7Revenue

4

Feb 26, 2026

3 x 1 Uniform U[0, 1] (test)

0.541Revenue

4

Feb 26, 2026

2 x 1 Uniform U[0, 1] (test)

0.42Revenue

4

Feb 26, 2026

Revenue-aligned objectives

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—Primary metric

0

Jul 1, 2026