Table 6.
Ablation results on GTSRB dataset.
| Model | Use SE Block | Param (M) | FLOPs (G) | Top-1 Acc. (%) |
|---|---|---|---|---|
| ConvNeSe-T | No | 26.87 | 4.42 | 99.45% |
| ConvNeSe-T | Yes | 26.90 | 4.44 | 99.85% |
| ConvNeSe-S | No | 50.21 | 8.70 | 99.51% |
| ConvNeSe-S | Yes | 50.23 | 8.86 | 99.89% |
Ablation results on GTSRB dataset.
| Model | Use SE Block | Param (M) | FLOPs (G) | Top-1 Acc. (%) |
|---|---|---|---|---|
| ConvNeSe-T | No | 26.87 | 4.42 | 99.45% |
| ConvNeSe-T | Yes | 26.90 | 4.44 | 99.85% |
| ConvNeSe-S | No | 50.21 | 8.70 | 99.51% |
| ConvNeSe-S | Yes | 50.23 | 8.86 | 99.89% |