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Papers Benchmarks Datasets Tasks

ProteinShake dataset and benchmarks · SOTA2 Research

Research Datasets

ProteinShake

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Enzyme Class prediction

ProteinShake (random split)

91.2Accuracy

8

EC classification

ProteinShake EC (test)

92.8Accuracy

5

Structural Similarity prediction

ProteinShake random split

0.716Spearman Correlation

4

Binding Site prediction

ProteinShake (random split)

96.9AUROC

4

Protein Family prediction

ProteinShake (random split)

83.9Accuracy

4

Gene Ontology prediction

ProteinShake (random split)

73.3Fmax

4

Ligand Affinity prediction

ProteinShake (random split)

0.422R2

3

Popular tasks

Binding site prediction Enzyme Class prediction Gene Ontology prediction Protein Family prediction Ligand Affinity prediction

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