Table 21 Analysis of ADaDR-22 + Vision transformer in depth (Modified dataset).
Class | Accuracy (%) | F1 Score (%) | Recall (%) | Precision (%) | Support |
|---|---|---|---|---|---|
BBPS-0–1 | 93.1 | 93.1 | 93 | 93.2 | 500 |
BBPS-2–3 | 94 | 94 | 94.1 | 93.9 | 450 |
Cecum | 93.8 | 93.8 | 93.7 | 93.9 | 700 |
Dyed-Lifted-Polyps | 94.2 | 94.2 | 94.3 | 94.1 | 650 |
Dyed-Resection-Margins | 93.5 | 93.5 | 93.6 | 93.4 | 600 |
Esophagitis-A | 93.7 | 93.7 | 93.8 | 93.6 | 550 |
Non-Polyps | 94.1 | 94.1 | 94 | 94.2 | 520 |
Polyps | 93.9 | 93.9 | 94 | 93.8 | 800 |
Pylorus | 94 | 94 | 94.1 | 93.9 | 480 |
Retroflex-Rectum | 93.3 | 93.3 | 93.2 | 93.4 | 300 |
Retroflex-Stomach | 94.1 | 94.1 | 94 | 94.2 | 490 |
Ulcerative-Colitis-Grade-0–1 | 94.3 | 94.3 | 94.4 | 94.2 | 430 |
Ulcerative-Colitis-Grade-2 | 93.4 | 93.4 | 93.3 | 93.5 | 320 |
Z-Line | 94.2 | 94.2 | 94.3 | 94.1 | 600 |
