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Table 3 1 million molecules model testing results for comparing InceptionV3 and EfficientNet-B3 feature extraction

From: DECIMER 1.0: deep learning for chemical image recognition using transformers

Metrics

InceptionV3

EfficientNet-B3

Average training time per epoch

7 min 34 s

8 min 57 s

Tanimoto

0.5459

0.6345

Tanimoto 1.0

1.41%

7.03%