Benchmark Almanac

AMC 8 2023

Claude 3 Opus 84.0 leads since Mar 2024 Only in system cards

Models take the 25 question 2023 AMC 8 exam. Scored out of 150 points.

Anthropic sampled each question five times and reported percent correct times 150. The amc record covers mixed problem sets scored by accuracy.

Made by Mathematical Association of America Released Jan 2023 Competition problems with answers All tasks public Last in a system card Mar 2024 Last model added Mar 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
3
Models scored in lab cards
3
System cards report it, from 1 lab

Claude 3 Opus leads with 84.0 among models released by Mar 2024

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.

The newest model with a score here came out in Mar 2024, and nobody has reported a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:

  1. 1 Claude 3 Opus 84.0
  2. 2 Claude 3 Sonnet 54.0
  3. 3 Claude 3 Haiku 36.0
#ModelScoreSettingDateSource
1 Claude 3 Opus 84.0 Mar 2024 Model card
2 Claude 3 Sonnet 54.0 Mar 2024 Model card
3 Claude 3 Haiku 36.0 Mar 2024 Model card

Number one over time

Lab claims count from the day the card came out, independent runs from the model’s release.

Anthropic
Lab claims Not tested since Mar 2024

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
40.0 60.0 80.0 2024 40.0 60.0 80.0 2024

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.

3 system cards report it, from 1 lab

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
4 Mar 2024 Claude 3 Sonnet model card 54 AMC 8, 5-shot CoT, 54 / 150, 2023 exam (Table 2) Capabilities
4 Mar 2024 Claude 3 Opus model card 84 AMC 8, 5-shot CoT, 84 / 150, 2023 exam (Table 2) Capabilities
4 Mar 2024 Claude 3 Haiku model card 36 AMC 8, 5-shot CoT, 36 / 150, 2023 exam (Table 2) Capabilities

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