Top-K accuracy and class-averaged macro top-K accuracy based on the test sets of
Insect-Order and Diptera-Family classification experiments using the Small, Medium, and Large datasets
using ViT/B-16 with CE loss function.
Classification |
Dataset |
Micro Top-K |
Macro Top-K |
F1-Scores |
Top-1 |
Top-3 |
Top-5 |
Top-1 |
Top-3 |
Top-5 |
Micro |
Macro |
Insect-Order |
Small |
97.86 |
99.35 |
99.66 |
85.01 |
91.68 |
99.23 |
97.86 |
85.84 |
Medium |
99.14 |
99.77 |
99.88 |
85.58 |
97.68 |
98.22 |
99.14 |
87.36 |
Large |
99.69 |
99.96 |
99.98 |
90.61 |
98.14 |
99.32 |
99.62 |
92.65 |
Diptera-Family |
Small |
94.01 |
97.26 |
98.01 |
92.37 |
96.53 |
97.42 |
94.01 |
93.03 |
Medium |
96.66 |
98.34 |
98.77 |
91.81 |
96.37 |
97.20 |
96.66 |
92.77 |
Large |
97.59 |
98.85 |
99.23 |
91.20 |
95.86 |
96.72 |
97.59 |
91.45 |