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GFP dataset and benchmarks · SOTA2 Research

Research Datasets

GFP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Offline Model-Based Optimization

GFP

3.7490th Percentile Oracle Score

17

GFP

3.617Mean Fitness (Top 100)

12

Aptamer Screening

GFP

0.4Top-10 Precision

12

Protein editing

GFP Hard Difficulty

93Fitness

10

Protein editing

GFP (Medium Difficulty)

93Fitness

10

GFP (test)

5.554Best Score

8

Protein Sequence Generation

GFP

42.328Average Novelty

6

Protein sequence optimization

GFP

3.617Mean Fitness

6

Popular tasks

Protein Design Protein editing Protein Sequence Generation Aptamer Screening Offline Model-Based Optimization

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