Leetcode (hard)

GPT-4 Mar 2023 6.70% Only in system cards

Models solve 45 hard Leetcode problems that OpenAI selected. Scored as problems solved.

In-house OpenAI problem set from the GPT-4 Technical Report exam table.

Made by OpenAI (Leetcode problems) Released Mar 2023 Competitive programming Tasks kept private Last in a system card Mar 2023 Last model added Mar 2023

Level: University Undergraduates and entry-level professionals
Scored: Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers: Code A program or patch run against tests.

Model scored in lab cards

System card reports it, from 1 lab

GPT-4 leads with 6.70%

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

6.70 GPT-4

1 GPT-4 Mar 2023 6.70%

#	Model	Score	Setting	Date	Source
1	GPT-4 Mar 2023	6.70%		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

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.

Date	Document	Score	As the document writes it	Section
14 Mar 2023	GPT-4 technical report	6.7	Leetcode (hard), 3 / 45 solved (Table 1, GPT-4 with vision)	Capabilities

GPT-4 leads with 6.70%

Scores over time

Labs report it only in system cards

One system card reports it

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