Model,Reasoning,EN_LC,EN_FB,CA_LC,CA_FB,Avg. Accuracy,UNKs,Link Qwen3-0.6B,✖️ ,0,0,0,0,0,2575,https://huggingface.co/Qwen/Qwen3-0.6B Qwen3-1.7B,✖️ ,0,0.1,0,0.1,0.05,98,https://huggingface.co/Qwen/Qwen3-1.7B Qwen3-4B,✖️ ,0.2,0.3,0.2,0.4,0.28,2.25,https://huggingface.co/Qwen/Qwen3-4B Qwen3-8B,✖️ ,0.7,0.5,0.6,1.0,0.7,0,https://huggingface.co/Qwen/Qwen3-8B Qwen3-14B,✖️ ,0.7,1.4,1.9,1.4,1.35,13.25,https://huggingface.co/Qwen/Qwen3-14B Qwen3-32B,✖️ ,1.3,2.0,1.8,2.0,1.78,0.25,https://huggingface.co/Qwen/Qwen3-32B Qwen3-30B-A3B,✖️ ,1.3,1.3,1.2,1.4,1.3,3.75,https://huggingface.co/Qwen/Qwen3-30B-A3B Qwen3-235B-A22B,✖️ ,11.5,11.0,7.6,6.3,9.1,9.75,https://huggingface.co/Qwen/Qwen3-235B-A22B DeepSeek-V3-0324,✖️ ,13.1,7.6,9.4,8.3,9.6,29.25,https://huggingface.co/deepseek-ai/DeepSeek-V3-0324 Qwen3-0.6B,✅,0.1,0,0,0.1,0.05,767.5,https://huggingface.co/Qwen/Qwen3-0.6B Qwen3-1.7B,✅,0.4,0,0.1,0.1,0.15,402.25,https://huggingface.co/Qwen/Qwen3-1.7B Qwen3-4B,✅,0.7,0.5,1.0,0.8,0.75,28.25,https://huggingface.co/Qwen/Qwen3-4B Qwen3-8B,✅,2.6,1.0,1.7,1.2,1.63,122.25,https://huggingface.co/Qwen/Qwen3-8B Qwen3-14B,✅,4.2,3.1,2.5,2.3,3.03,279.5,https://huggingface.co/Qwen/Qwen3-14B Qwen3-32B,✅,7.0,5.7,6.5,5.2,6.1,98.67,https://huggingface.co/Qwen/Qwen3-32B Qwen3-30B-A3B,✅,2.9,1.8,2.9,1.9,2.38,125,https://huggingface.co/Qwen/Qwen3-30B-A3B Qwen3-235B-A22B,✅,22.3,13.4,21.2,13.0,17.48,103.5,https://huggingface.co/Qwen/Qwen3-235B-A22B DeepSeek-R1,✅,33.0,22.7,33.5,23.8,28.25,109,https://huggingface.co/deepseek-ai/DeepSeek-R1