Table 5 Comparison of evaluation of using EfficientNet-B3 and B7 for image feature extraction
From: DECIMER 1.0: deep learning for chemical image recognition using transformers
Metrics | EfficientNet-B3 | EfficientNet-B7 |
|---|---|---|
Train data size | 921,600 | 921,600 |
Test data size | 102,400 | 102,400 |
Train data size | 0.46 TB | 2.8 TB |
Average training time | 9 min 27 s | 11 min 42 s |
Tanimoto | 0.9371 | 0.9669 |
Tanimoto 1.0 | 74.57% | 84.82% |