Multilingual

LINGOLY

LINGOLY: olympiad-level linguistic reasoning puzzles in 90+ low-resource and extinct languages, drawn from Linguistics Olympiad problem sheets. A model reads a full problem sheet and answers labelled sub-parts; each part is graded by normalized exact match against the gold answer.

1,133items
11subjects
CC-BY-4.0license
reasoningdomain
multilingualdomain
textmodality
item-level responses released
Saturation status: Unknown

Response matrix

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

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

Scale: 1 = correct · 0 = incorrect

Subjects

  1. 1claude-3-opus-202402290.3257
  2. 2gpt-4o0.259
  3. 3gpt-4-turbo0.2348
  4. 4gemini-1.5-pro0.2132
  5. 5command-r-plus0.1668
  6. 6gpt-3.5-turbo-01250.1664
  7. 7Mixtral-8x7B-Instruct-v0.10.12
  8. 8Meta-Llama-3-8B-Instruct0.1002
  9. 9Meta-Llama-3-70B-Instruct0.0984
  10. 10Llama-2-70b-chat-hf0.0697
  11. 11gemma-7b-it0.049