Counting on SynReal
91.21AccuracyOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursBackbone=Qwen3-VL-8B2026.03 | 91.21 | 0.11 | 0.34 | 99.41 | |
| BaselineBackbone=Qwen3-VL-8B2026.03 | 88.79 | 0.15 | 0.47 | 98.88 | |
| OursBackbone=Qwen2.5-VL-7B2026.03 | 84.83 | 0.74 | 1.47 | 97.75 | |
| BaselineBackbone=Qwen2.5-VL-7B2026.03 | 73.48 | 0.79 | 2.13 | 91.01 | |
| OursBackbone=LLaVA-1.5-7B2026.03 | 60.11 | 1.56 | 2.08 | 91.01 | |
| BaselineBackbone=LLaVA-1.5-7B2026.03 | 54.27 | 3.59 | 5.05 | 66.34 |