Safety

ReEval

Full binary response matrix (183 LMs x 22 HELM scenarios) released with the amortized IRT evaluation paper.

84,327items
183subjects
apache-2.0license
safetydomain
mathematicsdomain
lawdomain
medicinedomain
reasoningdomain
knowledgedomain
nlp_taskdomain
multilingualdomain
textmodality
item-level responses released
Saturation status: Unknown

Response matrix

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

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

Scale: 1 = correct · 0 = incorrect

Subjects

  1. 1google/gemini-1.5-pro-001-safety-block-none0.8674
  2. 2anthropic/claude-3-5-sonnet-202410220.8663
  3. 3anthropic/claude-3-5-sonnet-202406200.8525
  4. 4anthropic/claude-3-opus-202402290.83
  5. 5openai/o1-2024-12-170.8275
  6. 6qwen/qwen2.5-72b-instruct-turbo0.8204
  7. 7google/gemini-1.5-flash-001-safety-block-none0.8194
  8. 8google/gemini-1.5-pro-0020.8091
  9. 9google/gemini-1.5-pro-preview-04090.8083
  10. 10amazon/nova-pro-v1:00.8059
  11. 11google/gemini-1.5-pro-0010.8045
  12. 12meta/llama-3.2-90b-vision-instruct-turbo0.7973
  13. 13openai/gpt-4o-2024-08-060.7953
  14. 14openai/gpt-4-06130.7941
  15. 15google/gemini-2.0-flash-exp0.7926
  16. 16openai/gpt-4-turbo-2024-04-090.7896
  17. 17meta/llama-3.3-70b-instruct-turbo0.7891
  18. 18openai/gpt-4-1106-preview0.7856
  19. 19meta/llama-3-70b0.7784
  20. 20meta/llama-3.1-405b-instruct-turbo0.7771
  21. 21openai/o3-mini-2025-01-310.7764
  22. 22google/gemini-1.5-flash-preview-05140.7746
  23. 23qwen/qwen2-72b-instruct0.7738
  24. 24writer/palmyra-x-v30.7677
  25. 25openai/gpt-4o-2024-05-130.7674
  26. 26upstage/solar-pro-2411260.7654
  27. 27ai21/jamba-1.5-large0.7639
  28. 28google/text-unicorn@0010.7599
  29. 29qwen/qwen1.5-72b0.7572
  30. 30amazon/nova-lite-v1:00.7571
  31. 31mistralai/mixtral-8x22b0.7561
  32. 32microsoft/phi-3-medium-4k-instruct0.7533
  33. 33deepseek-ai/deepseek-v30.7519
  34. 3401-ai/yi-large-preview0.7506
  35. 35google/gemini-1.5-flash-0010.7503
  36. 36google/gemma-2-27b0.7474