Student Misconception Classification on MAP-Charting benchmark leaderboard · SOTA2 Research

Student Misconception Classification on MAP-Charting

95.85MAP@3Qwen-3-4B + Ours

Evaluation Results

Method	Links
Qwen-3-4B + Ours2026.05		95.85	95.87	91.98	49.96
Gemma-2-9B + Ours2026.05		95.6	95.62	91.48	49.95
Llama-3.1-8B + Ours2026.05		95.53	95.55	91.34	49.95
Qwen-2.5-72B2026.05		94.97	95.01	90.14	49.93
Qwen-3-4B2026.05		94.72	94.75	89.87	49.92
Llama-3.1-8B2026.05		94.53	94.56	89.54	49.9
Gemma-2-9B2026.05		94.39	94.42	89.19	49.92
GPT-52026.05		81.37	81.45	72.25	46.26
Claude-4-Sonnet2026.05		78.33	78.41	69.14	45.79
DeepSeek-V32026.05		76.65	76.73	66.01	45.05
GPT-OSS-120B2026.05		76.61	76.69	67.94	43.75
Qwen-2.5-72B2026.05		72.85	72.93	62.22	43.28