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Papers Benchmarks Datasets Tasks

AFDB dataset and benchmarks · SOTA2 Research

Research Datasets

AFDB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Protein Structure Generation

AFDB

701.705FPSD

12

Unconditional all-atom protein structure generation

AFDB Foldseek cluster representatives lengths 100-500 unconditional generation (test)

75Co-designability (All-atom)

11

Arrhythmia Detection

AFDB

95.2AUROC (Macro)

9

Protein Reconstruction

AFDB 512 samples

1.17RMSD

8

Popular tasks

Protein Reconstruction Protein Structure Generation Arrhythmia Detection Unconditional all-atom protein structure generation

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