Benchmark Almanac

AP Calculus BC

GPT-4 Mar 2023 4.00 Only in system cards

Models take a simulated AP Calculus BC exam with multiple-choice and free-response parts. Scored on the 1 to 5 scale.

OpenAI ran this as a simulated exam in the GPT-4 Technical Report.

Made by College Board Exam questions Last in a system card Mar 2023 Last model added Mar 2023
Level
School Students, from grade school to high school
Scored
Graded by people Human experts grade or compare the outputs.
Answers
Open-ended Free-form text, documents, designs or media judged as a whole.
1
Model scored in lab cards
1
System card reports it, from 1 lab

GPT-4 leads with 4.00

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

  1. 1 GPT-4 Mar 2023 4.00
#ModelScoreSettingDateSource
1 GPT-4 Mar 2023 4.00 Mar 2023 Model card

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card
4.00 2023 4.00 2023

Labs report it only in system cards

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.

One system card reports it

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
14 Mar 2023 GPT-4 technical report 4 AP Calculus BC, 4 (43rd - 59th percentile) (Table 1, GPT-4 with vision) Capabilities

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