| Sample Ranking | Average Precision | Hmean | Precision | Recall |
|---|---|---|---|---|
| Ashwaq | 87.50% | 87.50% | 87.50% | 87.50% |
| DeepSolo++ (ResNet-50) | 84.72% | 82.35% | 77.78% | 87.50% |
 SCUT-DLVClab2 | 69.79% | 75.00% | 75.00% | 75.00% |
| TH-DL | 75.00% | 75.00% | 75.00% | 75.00% |
| CLOVA-AI | 61.01% | 75.00% | 75.00% | 75.00% |
| PMTD + CNN based method | 73.21% | 75.00% | 75.00% | 75.00% |
| 4Paradigm-Data-Intelligence | 68.30% | 70.59% | 66.67% | 75.00% |