Table 14 Results of the few-shot model in the SUN Colonoscopy Video data for each Paris class individually
From: Automated classification of polyps using deep learning architectures and few-shot learning
Paris class | Acc | Pre | Rec | F1 |
|---|---|---|---|---|
Is | 74.85 | 66.39 | 95.42 | 78.26 |
Ip | 95.43 | 88.66 | 39.81 | 54.92 |
Isp | 90.76 | 92.08 | 19.47 | 32.05 |
IIa | 87.93 | 92.44 | 70.68 | 80.04 |
Mean | 82.97 | 79.75 | 75.69 | 73.19 |