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
Kind: Exam questions
Level: School
Scored: Graded by people
Answers: Open-ended

Strongest model tested: GPT-4 Mar 2023 #180 on the capability index
Last in a system card: March 2023
Last model added: March 2023

Model scored in lab cards

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.

Bars Table

4.00 GPT-4

1 GPT-4 Mar 2023 4.00

Source: Labs’ model cards

#	Model	Score	Setting	Date	Source
1	GPT-4 Mar 2023	4.00		Mar 2023	Lab 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

Source: Labs’ model cards

Labs report it only in system cards

We read the headline results of 522 launch posts from 52 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.

Date	Document	Score	As the document writes it	Section
Mar 14, 2023	GPT-4 technical report	4	AP Calculus BC, 4 (43rd - 59th percentile) (Table 1, GPT-4 with vision)	Capabilities

GPT-4 leads with 4.00

Scores over time

Labs report it only in system cards

One system card reports it

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