Counting on PixMoCount (val)
75.89AccuracyOurs (multi-object)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours (multi-object)consistent-checkpoint=true2026.05 | 75.89 | |
| Dr. Seg2026.02 | 74.6 | |
| VisionReasoner2026.02 | 70.1 | |
| VisionReasoner-7Bconsistent-checkpoint=true2026.05 | 70.1 | |
| Qwen2.5-VL2026.02 | 63.3 | |
| Qwen2.5-VL-7Bre-implemented=true, consistent-checkpoint=true2026.05 | 63.3 | |
| Qwen2-VL2026.02 | 29.9 | |
| Qwen2-VL-7Bre-implemented=true, consistent-checkpoint=true2026.05 | 29.9 |