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Protein Property Landscapes

Benchmarks

Task NameDataset NameSOTA ResultTrend
Protein Property Prediction21 Protein Property Landscapes 512 (Extrapolation train)
NLL1.26
5
Protein Property Prediction21 Protein Property Landscapes 128 training data points (Extrapolation)
NLL1.95
5
Protein Property Prediction21 Protein Property Landscapes 96 train (Unseen mutations)
NLL2.56
5
Protein Property Prediction21 Protein Property Landscapes 1536 (train val)
NLL0.112
5
Protein Property Prediction21 Protein Property Landscapes 48 (train Cross-val)
NLL0.987
5
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