| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SHT A | VMamba | Precision78.06 | 12 | 4d ago | |
| NWPU-Crowd | PSDNN + Crowd Hat | F1 Score78.2 | 11 | 4d ago | |
| JHU-Crowd++ | PSDNN + Crowd Hat | F1 Score65.9 | 10 | 4d ago | |
| DroneCrowd | STNNet | L-mAP40.45 | 9 | 4d ago | |
| PML | SCALNet | Params (M)18.6 | 7 | 4d ago | |
| SHHA (test) | APGCC | F1 (sigma=4)48.7 | 7 | 4d ago | |
| UCF-QNRF | Composition Loss | AP75.8 | 5 | 4d ago |
