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Papers Benchmarks Datasets Tasks

Model-Based Optimization research benchmarks · SOTA2 Research

Model-Based Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1.58Expected Top 1% Score

22

Mar 20, 2026

74Expected Top 1% Score

22

Mar 20, 2026

66Expected Top 1% Score

22

Mar 20, 2026

0.66Expected Top 1% Score

22

Mar 20, 2026

66Expected Top 1% Score

22

Mar 20, 2026

3.15Expected Top-1% Score

16

Mar 20, 2026

30.8LogP

16

Feb 26, 2026

Design-Bench 2022 (test)

0.979TF-Bind-8 Score

16

Feb 26, 2026

2.16Expected Top-1% Score

8

Mar 20, 2026

1.43Expected Top-1% Score

8

Mar 20, 2026

0.62Max Score

6

Mar 20, 2026

66Max Score

6

Mar 20, 2026

0.74Max Score

6

Mar 20, 2026

Synthetic MBO Dataset

Naive Surrogate

1Pass Rate

3

Jun 16, 2026

Hybrid Simulator (Ours)

0.019Positional Error (m)

3

Feb 26, 2026

Hybrid Simulator (Ours)

0.016Positional Error (m)

3

Feb 26, 2026

Hybrid Simulator (Ours)

0.016Positional Error (m)

3

Feb 26, 2026

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