Model,thinking_mode,countbench,mmbench_en_dev_lite,ocrbench,vlmsareblind Qwen/Qwen3.5-0.8B,no_thinking,0.6273,0.64,0.7750,0.4877 embedl/Qwen3.5-0.8B-FlashHead,no_thinking,0.65,,0.76,0.48 Qwen/Qwen3.5-2B,no_thinking,0.80,,0.84,0.54 embedl/Qwen3.5-2B-FlashHead,no_thinking,0.81,0.77,0.84,0.55 Qwen/Qwen3.5-4B,no_thinking,0.91,,0.85,0.65 embedl/Qwen3.5-4B-FlashHead,no_thinking,0.90,0.912,0.85,0.63 Qwen/Qwen3.5-9B,thinking,0.92,0.89,0.89,0.69 embedl/Qwen3.5-9B-FlashHead,thinking,0.93,0.89,0.88,0.70 Qwen/Qwen3.5-27B,thinking,0.94,,0.45,0.67 embedl/Qwen3.5-27B-FlashHead,thinking,0.93,0.92,0.45,0.67