Mathematics

MATH-Vision

MATH-Vision (MATH-V): 3,040 competition mathematics problems with visual context, spanning 16 mathematical subjects and 5 difficulty levels. A model passes a problem iff its final answer matches the gold answer.

3,037items
13subjects
MITlicense
mathematicsdomain
imagemodality
textmodality
item-level responses released
Saturation status: Unknown

Response matrix

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

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

Scale: 1 = correct · 0 = incorrect

Subjects

  1. 1GPT-4V0.2337
  2. 2Gemini-Pro0.16
  3. 3InternLM-XComposer2-VL0.1446
  4. 4SPHINX-MoE0.1418
  5. 5Qwen-VL-Max0.1411
  6. 6ShareGPT4V-13B0.1187
  7. 7LLaVA-v1.5-13B0.1112
  8. 8Qwen-VL-Plus0.1072
  9. 9GPT-40.1061
  10. 10ShareGPT4V-7B0.1053
  11. 11ChatGPT-3.50.0974
  12. 12SPHINX-v20.097
  13. 13LLaVA-v1.5-7B0.0852