Counting on SynPoly
93.4AccuracyHeadLens
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HeadLensModel=Qwen3-VL-8B2026.03 | 93.4 | 0.07 | 0.26 | 100 | |
| HeadLensModel=Qwen2.5-VL-7B2026.03 | 79.1 | 0.21 | 0.47 | 99.6 | |
| HeadLensModel=LLaVA-1.5-7B2026.03 | 72.5 | 0.29 | 0.56 | 98.7 | |
| BaselineModel=Qwen3-VL-8B2026.03 | 70.34 | 0.52 | 1.49 | 94.02 | |
| BaselineModel=Qwen2.5-VL-7B2026.03 | 53.74 | 0.94 | 1.75 | 82.27 | |
| BaselineModel=LLaVA-1.5-7B2026.03 | 33.3 | 1.65 | 2.34 | 56.71 |