Count Generation on CoCoCount
71YOLOv9 PerformanceABACUS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ABACUSType=VLM-based Count Generation2026.06 | 71 | 77 | |
| CountGenType=Specialist Count Generation2026.06 | 50 | 54 | |
| BAGELType=VLM-based Count Generation2026.06 | 36 | 41 | |
| UniLIP-3BType=VLM-based Count Generation2026.06 | 34 | 39 | |
| BoundedAttnType=Specialist Count Generation2026.06 | 29 | 30 | |
| Janus Pro-7BType=VLM-based Count Generation2026.06 | 27 | 32 | |
| Counting GuidanceType=Specialist Count Generation2026.06 | 21 | 22 |