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MAP Inference research benchmarks – Page 2 · SOTA2 Research

MAP Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

connect4 50% query size

0.947Runtime (s)

5

Feb 26, 2026

book 50% query size

0.869Runtime (s)

5

Feb 26, 2026

bnetflix 50% query size

0.535Runtime (s)

5

Feb 26, 2026

baudio 50% query size

0.814Runtime (s)

5

Feb 26, 2026

adult 50% query size

0.06Runtime (s)

5

Feb 26, 2026

accidents 50% query size

0.463Runtime (seconds)

5

Feb 26, 2026

House (Frame 110)

-335.5Non-smooth Dual Value

4

Jun 5, 2026

House (Frame 90)

2,303.05Inference Time (s)

4

Jun 5, 2026

House (Frame 70)

1,428.7Inference Time (s)

4

Jun 5, 2026

Page 2 of 2

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