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VDJDB dataset and benchmarks · SOTA2 Research

Research Datasets

VDJDB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

T-Cell Receptor (TCR) Similarity Search

VDJdb random slices (10K sequences)

0.985Recall (AUC)

9

T-cell receptor sequence optimization

VDJDB averaged across all peptides

1.59Recovery Rate (rv_hat)

8

TCR Antigen Classification

VDJdb 2024.03 (test)

71.2Macro-F1 (Antigen)

3

TCR sequence generation

VDJDB (CTPYDINQM)

—Primary metric

0

Popular tasks

TCR sequence generation T-cell receptor sequence optimization T-Cell Receptor (TCR) Similarity Search TCR Antigen Classification

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