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Auction Design research benchmarks · SOTA2 Research

Auction Design

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

8.81Payment Mean

16

Feb 26, 2026

Entropy auctions

8.81Payment Mean

16

Feb 26, 2026

8.92Payment Mean

16

Feb 26, 2026

Quota Auction 1.0 (test)

1PCA

16

Feb 26, 2026

Entropy Auction 1.0 (test)

100PCA

16

Feb 26, 2026

TVF Auction 1.0 (test)

100PCA

16

Feb 26, 2026

10x5 additive auction

100PCA

6

Feb 26, 2026

5x10 additive auction

100PCA Score

6

Feb 26, 2026

unit-demand auction 10x5

100PCA

6

Feb 26, 2026

unit-demand auction 5x10

100PCA

6

Feb 26, 2026

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

1.85Revenue

3

Feb 26, 2026

Uniform 2 x 5 U[0, 1] (test)

2.38Revenue

3

Feb 26, 2026

Popular datasets

Unit-demand Auction Additive Auction Uniform TVF Auction Entropy Auction

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