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Papers Benchmarks Datasets Tasks

Generation and Design research benchmarks · SOTA2 Research

Generation and Design

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Retrosynthesis mol

67Exact Match

10

Jul 9, 2026

Bulk modulus material

99SMACT

5

Jul 9, 2026

Composition material

0.9SMACT

5

Jul 9, 2026

Description guided molecule design

12Exact Match Accuracy

5

Jul 9, 2026

Molecule generation

50Exact Match

5

Jul 9, 2026

72Exact Match

5

Jul 9, 2026

Reagent prediction

12Exact Match

5

Jul 9, 2026

Forward reaction prediction

98Exact Match Accuracy

5

Jul 9, 2026

Forward synthesis

73Exact Match

5

Jul 9, 2026

Biology tasks Generation and Design

94Normalized SW (Protein Design)

5

Jul 9, 2026

Popular datasets

USPTO Forward Reaction Prediction Molecule Generation Retrosynthesis Biology tasks

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