| Sample Ranking | Average Precision | Hmean | Precision | Recall |
|---|---|---|---|---|
| 4Paradigm-Data-Intelligence | 70.97% | 83.33% | 87.30% | 79.71% |
| PMTD + CNN based method | 76.88% | 80.00% | 81.82% | 78.26% |
| Ashwaq | 63.10% | 77.86% | 82.26% | 73.91% |
| CLOVA-AI | 59.69% | 77.17% | 84.48% | 71.01% |
| DeepSolo++ (ResNet-50) | 65.39% | 66.21% | 63.16% | 69.57% |
 SCUT-DLVClab2 | 27.83% | 43.01% | 83.33% | 28.99% |
| TH-DL | 6.22% | 11.36% | 26.32% | 7.25% |