Visual Counting on PixMoCount (test)
89.2AccuracyQwen3-VL-4B
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-VL-4BParameter Scale=4B2026.05 | 89.2 | |
| MolmoPoint-8B-O-7BAccess=Fully open2026.03 | 88.9 | |
| Molmo2-8BAccess=Fully open2026.03 | 88.5 | |
| Molmo2-4BAccess=Fully open2026.03 | 88.1 | |
| MolmoPoint-8BAccess=MolmoPoint2026.03 | 87.6 | |
| Molmo2-4BParameter Scale=4B2026.05 | 87 | |
| Molmo2-8BParameter Scale=8B2026.05 | 86.1 | |
| Zamba2-VL-7BParameter Scale=7B2026.05 | 85.3 | |
| Qwen3-VL-8BParameter Scale=8B2026.05 | 83.4 | |
| Zamba2-VL-2.7BParameter Scale=2.7B2026.05 | 82.5 | |
| GPT-5 miniAccess=API call only2026.03 | 74.4 | |
| Gemini 2.5 ProAccess=API call only2026.03 | 73.8 | |
| PLM-8BAccess=Fully open2026.03 | 68 | |
| GPT-5Access=API call only2026.03 | 67.2 | |
| Eagle2.5-8BAccess=Open weights only2026.03 | 66.9 | |
| Qwen3-VL-8BAccess=Open weights only2026.03 | 65 | |
| Gemini 2.5 FlashAccess=API call only2026.03 | 63.9 | |
| PLM-3BAccess=Fully open2026.03 | 63 | |
| MiniCPM-V-4.5-8BAccess=Open weights only2026.03 | 62.8 | |
| Zamba2-VL-1.2BParameter Scale=1.2B2026.05 | 62.5 | |
| InternVL3.5-4BAccess=Open weights only2026.03 | 62.4 | |
| InternVL3.5-8BAccess=Open weights only2026.03 | 61.9 | |
| GLM-4.1V-9BAccess=Open weights only2026.03 | 60.7 | |
| Claude Sonnet 4.5Access=API call only2026.03 | 58.3 | |
| Qwen3-VL-4BAccess=Open weights only2026.03 | 58 | |
| Keye-VL-1.5-8BAccess=Open weights only2026.03 | 57.4 | |
| Qwen3-VL-2BParameter Scale=2B2026.05 | 55.7 | |
| PerceptionLM-8BParameter Scale=8B2026.05 | 50.1 | |
| InternVL3.5-4BParameter Scale=4B2026.05 | 47.3 | |
| InternVL3.5-8BParameter Scale=8B2026.05 | 45.2 | |
| PerceptionLM-3BParameter Scale=3B2026.05 | 41.6 | |
| InternVL3.5-1BParameter Scale=1B2026.05 | 32.8 | |
| InternVL3.5-2BParameter Scale=2B2026.05 | 32.8 | |
| PerceptionLM-1BParameter Scale=1B2026.05 | 17.7 |