Table 1 Parameters and test accuracy of three variants of Swin Transformer.
From: A Swin Transformer-based model for mosquito species identification
Model | Drop_path_rate | Embed_dim | Depths | Batch_size | Accuracy (%) | F1 score (%) |
|---|---|---|---|---|---|---|
Swin-Transformer-T | 0.2 | 96 | [2, 6] | 128 | 95.8 | 96.2 |
Swin-Transformer-B | 0.5 | 128 | [2, 18] | 32 | 96.3 | 96.7 |
Swin-Transformer-L | 0.2 | 192 | [2, 18] | 8 | 98.2 | 98.3 |
