Preference

Sustainable Food Recipe Preference Prediction

Recipe preference prediction: six LLMs pick which of two comparable Food.com recipes is preferred by users; scored against the truly higher-rated recipe. 500 pairs x 6 models, binary correctness.

500items
6subjects
MITlicense
preferencedomain
textmodality
item-level responses released
Saturation status: Unknown

Response matrix

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

Sustainable Food Recipe Preference Prediction response matrix: AI models (rows) against items (columns)
Correct (1)Incorrect (0)Unobserved

Scale: 1 = correct · 0 = incorrect

Subjects

  1. 1GPT-4o0.64
  2. 2Claude 3.5 Sonnet0.6333
  3. 3o1-preview0.596
  4. 4GPT-3.5 Turbo0.566
  5. 5Llama 3.1 70B Instruct0.506
  6. 6Gemini 1.5 Pro0.478