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Table 2 The precision@k, recall@k, and F1 score@K of structure annotation from different versions of DeepSAT compared with SMART 2.0.

From: DeepSAT: Learning Molecular Structures from Nuclear Magnetic Resonance Data

Model

Precision@k

Recall@k

F1 score@K

k = 1

k = 5

k = 10

k = 1

k = 5

k = 10

k = 1

k = 5

k = 10

DeepSAT (multiplicty edited HSQC)

0.7351

0.6283

0.5358

0.1289

0.3917

0.5349

0.2193

0.4826

0.5353

DeepSAT (normal HSQC)

0.7037

0.6056

0.5232

0.1153

0.3585

0.5036

0.1981

0.4504

0.5132

SMART 2.0

0.4032

0.2800

0.2225

0.0596

0.1565

0.2131

0.1038

0.2008

0.2177

  1. Best values in each column are bolded