Table 13.
Model performance on HyperKvasir dataset.
| Class | Val. images | Precision (%) | Recall/sensitivity (%) | F1-score (%) | Class accuracy (%) |
|---|---|---|---|---|---|
| Barretts | 13 | 52.38 | 84.62 | 64.71 | 84.62 |
| Barretts-short-segment | 16 | 93.33 | 87.50 | 90.32 | 87.50 |
| BBPS-0-1 | 194 | 93.12 | 90.72 | 91.91 | 90.72 |
| BBPS-2-3 | 345 | 93.55 | 92.46 | 93.00 | 92.46 |
| Cecum | 303 | 91.12 | 91.42 | 91.27 | 91.42 |
| Dyed-lifted-polyps | 301 | 92.26 | 91.03 | 91.64 | 91.03 |
| Dyed-resection-margins | 297 | 92.47 | 90.91 | 91.68 | 90.91 |
| Esophagitis-A | 121 | 85.27 | 90.91 | 88.00 | 90.91 |
| Esophagitis-B-D | 78 | 92.11 | 89.74 | 90.91 | 89.74 |
| Impacted-stool | 40 | 100.00 | 90.00 | 94.74 | 90.00 |
| Polyps | 309 | 83.43 | 91.26 | 87.17 | 91.26 |
| Pylorus | 300 | 88.93 | 91.00 | 89.95 | 91.00 |
| Retroflex-rectum | 118 | 90.68 | 90.68 | 90.68 | 90.68 |
| Retroflex-stomach | 230 | 97.21 | 90.87 | 93.93 | 90.87 |
| UC Grade 0–1 | 11 | 83.33 | 90.91 | 86.96 | 90.91 |
| UC Grade 1 | 61 | 84.62 | 90.16 | 87.30 | 90.16 |
| UC Grade 1–2 | 4 | 100.00 | 75.00 | 85.71 | 75.00 |
| UC Grade 2 | 133 | 96.03 | 90.98 | 93.44 | 90.98 |
| UC Grade 2–3 | 9 | 100.00 | 88.89 | 94.12 | 88.89 |
| UC Grade 3 | 40 | 81.82 | 90.00 | 85.71 | 90.00 |
| Z-line | 280 | 95.13 | 90.71 | 92.87 | 90.71 |