| Sample Ranking | Average Precision | Hmean | Precision | Recall |
|---|---|---|---|---|
| 4Paradigm-Data-Intelligence | 88.83% | 94.12% | 94.12% | 94.12% |
| PMTD + CNN based method | 86.94% | 88.89% | 89.55% | 88.24% |
| CLOVA-AI | 77.03% | 80.58% | 78.87% | 82.35% |
 SCUT-DLVClab2 | 54.42% | 69.64% | 88.64% | 57.35% |
| Ashwaq | 46.14% | 65.00% | 75.00% | 57.35% |
| DeepSolo++ (ResNet-50) | 57.93% | 62.60% | 65.08% | 60.29% |
| TH-DL | 5.38% | 12.35% | 38.46% | 7.35% |