# Mathematical Reasoning on AIME 2024 (Pass rate)

Source: [Mathematical Reasoning on AIME 2024 (Pass rate)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-2024-pass-rate>)

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

Data updated: 2026-05-13T09:15:25.913Z

Evaluation of model performance on the AIME 2024 dataset using the Pass rate metric.

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) | AIME 2024 |
| Metric | Pass Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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 Rate](<https://www.sota2.com/research/sota/mathematical-reasoning-on-aime-2024-pass-rate.md?metric=Pass%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Pass Rate | Result date | Report paper |
| --- | --- | --- | --- |
| EVOTD | 63.2 | Not recorded | 6a0405c4dbc836b87d8277ae |
| EVOTD | 61.4 | Not recorded | 6a0405c4dbc836b87d8277ae |
| EVOTD | 60.2 | Not recorded | 6a0405c4dbc836b87d8277ae |
| Qwen3-4B (Thinking) | 55.4 | Not recorded | 6a0405c4dbc836b87d8277ae |
| Evol-Instruct | 55 | Not recorded | 6a0405c4dbc836b87d8277ae |
| EVOTD | 42.2 | Not recorded | 6a0405c4dbc836b87d8277ae |
| EVOTD | 37.9 | Not recorded | 6a0405c4dbc836b87d8277ae |
| EVOTD | 36.7 | Not recorded | 6a0405c4dbc836b87d8277ae |
| Evol-Instruct | 35.4 | Not recorded | 6a0405c4dbc836b87d8277ae |
| Qwen3-4B (Thinking) | 34 | Not recorded | 6a0405c4dbc836b87d8277ae |

### EVOTD

Pass Rate: 63.2. Result ID: 6a04411d47f34ce924ea5c98.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@8","Training Iteration":"Iter3"}. This record does not assert independent reproduction.

### EVOTD

Pass Rate: 61.4. Result ID: 6a04411d47f34ce924ea5c97.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@8","Training Iteration":"Iter2"}. This record does not assert independent reproduction.

### EVOTD

Pass Rate: 60.2. Result ID: 6a04411d47f34ce924ea5c96.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@8","Training Iteration":"Iter1"}. This record does not assert independent reproduction.

### Qwen3-4B (Thinking)

Pass Rate: 55.4. Result ID: 6a04411d47f34ce924ea5c94.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@8"}. This record does not assert independent reproduction.

### Evol-Instruct

Pass Rate: 55. Result ID: 6a04411d47f34ce924ea5c95.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7ad08.md>)

[Implementation](<https://github.com/nlpxucan/WizardLM>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@8"}. This record does not assert independent reproduction.

### EVOTD

Pass Rate: 42.2. Result ID: 6a04411d47f34ce924ea5c93.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@1","Training Iteration":"Iter3"}. This record does not assert independent reproduction.

### EVOTD

Pass Rate: 37.9. Result ID: 6a04411d47f34ce924ea5c92.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@1","Training Iteration":"Iter2"}. This record does not assert independent reproduction.

### EVOTD

Pass Rate: 36.7. Result ID: 6a04411d47f34ce924ea5c91.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@1","Training Iteration":"Iter1"}. This record does not assert independent reproduction.

### Evol-Instruct

Pass Rate: 35.4. Result ID: 6a04411d47f34ce924ea5c90.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7ad08.md>)

[Implementation](<https://github.com/nlpxucan/WizardLM>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@1"}. This record does not assert independent reproduction.

### Qwen3-4B (Thinking)

Pass Rate: 34. Result ID: 6a04411d47f34ce924ea5c8f.

[Reporting paper](<https://www.sota2.com/research/paper/6a0405c4dbc836b87d8277ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Pass@1"}. This record does not assert independent reproduction.

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