# Mathematical Reasoning on AMC 2023 (Pass@8 accuracy)

Source: [Mathematical Reasoning on AMC 2023 (Pass@8 accuracy)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-amc-2023-pass-at-8-accuracy>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-06-09T10:04:07.594Z

Evaluation of model performance on the AMC 2023 dataset for Mathematical Reasoning, specifically measured using Pass@8 accuracy.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Mathematical Reasoning |
| Dataset (including any stated split) | AMC 2023 |
| Metric | Pass@8 Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Pass@8 Accuracy](<https://www.sota2.com/research/sota/mathematical-reasoning-on-amc-2023-pass-at-8-accuracy.md?metric=Pass%408%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Pass@8 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DiScO | 93.7 | Not recorded | 6a279e7c90966ade919bfbd0 |
| ReasonFlux | 93.1 | Not recorded | 6a279e7c90966ade919bfbd0 |
| Qwen2.5-Math | 90.8 | Not recorded | 6a279e7c90966ade919bfbd0 |
| R1-Distill-Qwen | 89.9 | Not recorded | 6a279e7c90966ade919bfbd0 |
| Qwen2.5-Math-Inst | 84 | Not recorded | 6a279e7c90966ade919bfbd0 |

### DiScO

Pass@8 Accuracy: 93.7. Result ID: 6a27e45dfbc373592c252ffd.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7c90966ade919bfbd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e7c90966ade919bfbd0.md>)

Recorded evaluation configuration: {"Parameter Scale":"7B","Evaluation Protocol":"Pass@8 (n=32)"}. This record does not assert independent reproduction.

### ReasonFlux

Pass@8 Accuracy: 93.1. Result ID: 6a27e45dfbc373592c252ffb.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7c90966ade919bfbd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77591e209131cea7294e.md>)

Recorded evaluation configuration: {"Parameter Scale":"7B","Evaluation Protocol":"Pass@8 (n=32)"}. This record does not assert independent reproduction.

### Qwen2.5-Math

Pass@8 Accuracy: 90.8. Result ID: 6a27e45dfbc373592c252ff9.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7c90966ade919bfbd0.md>)

Recorded evaluation configuration: {"Parameter Scale":"7B","Evaluation Protocol":"Pass@8 (n=32)"}. This record does not assert independent reproduction.

### R1-Distill-Qwen

Pass@8 Accuracy: 89.9. Result ID: 6a27e45dfbc373592c252ffc.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7c90966ade919bfbd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76a91e209131cea6e3eb.md>)

Recorded evaluation configuration: {"Parameter Scale":"7B","Evaluation Protocol":"Pass@8 (n=32)"}. This record does not assert independent reproduction.

### Qwen2.5-Math-Inst

Pass@8 Accuracy: 84. Result ID: 6a27e45dfbc373592c252ffa.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e7c90966ade919bfbd0.md>)

Recorded evaluation configuration: {"Parameter Scale":"7B","Evaluation Protocol":"Pass@8 (n=32)"}. This record does not assert independent reproduction.

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