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Papers Benchmarks Datasets Tasks

Stability dataset and benchmarks · SOTA2 Research

Research Datasets

Stability

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Stability

0.43RMSE

12

Stability

0.715Spearman Correlation

12

Validation loss estimation

Stability (val)

4.35Validation Loss

5

Stability Biomap

0.588Spearman Correlation

4

Protein Counterfactual Generation

Stability

100Success Rate

4

Stability PFMBench (test)

0.331Score

2

Stability prediction

Stability Biomap (test)

4W/L/T Counts

1

Popular tasks

Regression Stability prediction Mutation Protein Counterfactual Generation Validation loss estimation

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