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Papers Benchmarks Datasets Tasks

OAS dataset and benchmarks · SOTA2 Research

Research Datasets

OAS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Hydrophobicity conditional generation

OAS

-0.063Energy (kcal/mol)

13

V-gene class conditional generation

OAS

84Class Adherence

9

Non-germline residue prediction

OAS held-out germlines (test)

53.8Non-germline Accuracy

9

Language Modeling

OAS held-out germlines (test)

1.293Perplexity

7

Decision-making

OAS (test)

0.504Timely Score

7

OAS (test)

0.727Risk Score

5

Antibody Generation

Paired OAS

2.3Generation Time (min)

4

Popular tasks

Language Modeling Decision Making Antibody Generation Simulation Non-germline residue prediction

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