Learning from Primitive: Probing Visual Reasoning of LVLMs via Counting

Benchmark Model Rank Results
multimodal-reasoning-on-mathvistaQwen3-VL-8B (Learning from Primitive) (extra data)–Accuracy: 67.9
multimodal-reasoning-on-mmmuQwen3-VL-8B (Learning from Primitive) (extra data)–Accuracy: 60.74
visual-question-answering-vqa-on-realworldqaQwen3-VL-8B (Learning from Primitive) (extra data)–Accuracy: 71.83