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ALCHEMY dataset and benchmarks · SOTA2 Research

Research Datasets

ALCHEMY

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Molecular regression

ALCHEMY 10K (test)

0.111MAE

12

Molecular Regression

ALCHEMY Full (test)

0.08MAE

8

Instruction Following

ALCHEMY

85.48Accuracy

6

Molecular property prediction

ALCHEMY

0.12MAE

4

Probabilistic Inference

Alchemy 11

77.7HDmax

4

Molecular regression

ALCHEMY 50K (test)

0.085MAE

4

Graph Representation Learning

alchemy

519.22Training time (s)

2

Popular tasks

Molecular Regression Instruction Following Molecular property prediction Graph Representation Learning Probabilistic Inference

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