Table 9 Test results of each model on two different test data sets, the SUN Colonoscopy Video data set and our own data set (EndoData) [11]
From: Automated classification of polyps using deep learning architectures and few-shot learning
Model | Data set | Acc | Pre | Rec | F1 |
|---|---|---|---|---|---|
BiT-R152x4 | SUN | 80.45 | 69.57 | 77.25 | 73.21 |
| Â | EndoData | 76.31 | 76.24 | 72.28 | 74.20 |
EfficientNet-B7 | SUN | 84.25 | 72.82 | 80.27 | 76.36 |
| Â | EndoData | 73.94 | 72.11 | 71.01 | 71.46 |
Ours | SUN | 89.35 | 84.76 | 79.10 | 81.28 |
| Â | EndoData | 87.42 | 80.09 | 78.83 | 79.45 |