| Sample Ranking | Average Precision | Hmean | Precision | Recall |
|---|---|---|---|---|
| DeepSolo++ (ResNet-50) | 92.60% | 90.91% | 88.24% | 93.75% |
| 4Paradigm-Data-Intelligence | 86.64% | 90.32% | 93.33% | 87.50% |
| Ashwaq | 64.28% | 75.00% | 75.00% | 75.00% |
| PMTD + CNN based method | 71.16% | 72.22% | 65.00% | 81.25% |
| CLOVA-AI | 54.61% | 71.43% | 83.33% | 62.50% |
 SCUT-DLVClab2 | 59.16% | 68.75% | 68.75% | 68.75% |
| TH-DL | 11.88% | 23.08% | 30.00% | 18.75% |