Benchmark Almanac

AMC 10/12 (November 2024)

Phi-4 91.8 Only in system cards

Models take the four November 2024 AMC 10 and 12 contests, 78 questions in all. Scored in contest points out of 150, averaged over tests.

An exam, not a dedicated benchmark. Distinct from the AMC 2022-23 accuracy set.

Made by Mathematical Association of America (exam) , Microsoft (evaluation) Released Nov 2024 Competition problems with answers All tasks public Last in a system card Dec 2024 Last model added Dec 2024
Level
Competition The strongest students, in olympiad-style contests
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Multiple choice
1
Model scored in lab cards
1
System card reports it, from 1 lab

Phi-4 leads with 91.8

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 Phi-4 91.8
#ModelScoreSettingDateSource
1 Phi-4 91.8 Dec 2024 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
91.8 2025 91.8 2025

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
12 Dec 2024 Phi-4 technical report 91.8 Average score on November 2024 AMC-10 and AMC-12 tests, max 150, 100 runs at t=0.5 (Figure 1, printed bar label) Capabilities

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