Table 9 Parameter, GFLOPs and FPS comparison of the four models.
From: SCSFish2025: a large dataset from South China sea for coral reef fish identification
Model | Backbone | #Params(M) | GFLOPs | FPSbs=1 |
|---|---|---|---|---|
RT-DETRv2 | ResNet18 | 20 | 544 | 34 |
YOLOv10 | - | 8 | 25 | 140 |
SSD | VGG16 | 25 | 2514 | 19 |
Faster R-CNN | VGG16 | 137 | 2468 | 52 |
