TABLE III. The Ablation Experimental Results Based on Merge-Head Dataset.
| Model | Backbone | Input size | Multi-scale | Spatial attention | AP (%) |
|---|---|---|---|---|---|
| PeleeNet | PeleeNet |
|
× | × | 15.40 |
| PeleeNet_M | PeleeNet |
|
√ | × | 91.12 |
| Ours | PeleeNet |
|
√ | √ | 92.22 |
| Model | Backbone | Input size | Multi-scale | Spatial attention | AP (%) |
|---|---|---|---|---|---|
| PeleeNet | PeleeNet |
|
× | × | 15.40 |
| PeleeNet_M | PeleeNet |
|
√ | × | 91.12 |
| Ours | PeleeNet |
|
√ | √ | 92.22 |