Mathematics

HARDMath2

HARDMath2: 210 graduate-level applied-mathematics problems (asymptotic series, boundary layers, integrals, nonlinear ODEs/PDEs, WKB) built by students. Per-(model, problem, sample) correctness from a SymPy-based equivalence checker across GPT and Gemini model families.

210items
9subjects
MITlicense
mathematicsdomain
reasoningdomain
textmodality
item-level responses released
Saturation status: Unknown

Response matrix

Fit to width. Hover for subject & item; click a cell for details.

HARDMath2 response matrix: AI models (rows) against items (columns)
Correct (1)Incorrect (0)Unobserved

Scale: 1 = correct · 0 = incorrect

Subjects

  1. 1Gemini 2.5 Flash Thinking0.5604
  2. 2Gemini 2.5 Pro Preview0.5243
  3. 3GPT-o30.4476
  4. 4GPT-o10.3952
  5. 5GPT-o3-mini0.3524
  6. 6GPT-o4-mini0.311
  7. 7GPT-4.10.0577
  8. 8Gemini 2.0 Flash0.0474
  9. 9GPT-4o0.0333