# Mathematical Reasoning on GSM8K n=200 (pilot)

Source: [Mathematical Reasoning on GSM8K n=200 (pilot)](<https://www.sota2.com/research/sota/mathematical-reasoning-on-gsm8k-n-200-pilot>)

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

Data updated: 2026-05-11T10:03:04.623Z

Evaluation of mathematical reasoning performance on the specific n=200 pilot subset of the GSM8K dataset, reporting standard accuracy and average token count.

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) | GSM8K n=200 (pilot) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/mathematical-reasoning-on-gsm8k-n-200-pilot.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Average Token Count](<https://www.sota2.com/research/sota/mathematical-reasoning-on-gsm8k-n-200-pilot.md?metric=Average%20Token%20Count>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Mrsd (3-round) | 94 | Not recorded | 6a0162b8dbc836b87d8232fd |
| Nothink@B1 | 89 | Not recorded | 6a0162b8dbc836b87d8232fd |
| Town@1024 | 89 | Not recorded | 6a0162b8dbc836b87d8232fd |
| Think@Bthink | 56.9 | Not recorded | 6a0162b8dbc836b87d8232fd |

### Mrsd (3-round)

Accuracy: 94. Result ID: 6a01a95847f34ce924e40f6c.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b8dbc836b87d8232fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b8dbc836b87d8232fd.md>)

Recorded evaluation configuration: {"Model":"Qwen3-8B","Decoding Strategy":"greedy decoding"}. This record does not assert independent reproduction.

### Nothink@B1

Accuracy: 89. Result ID: 6a01a95847f34ce924e40f69.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b8dbc836b87d8232fd.md>)

Recorded evaluation configuration: {"Model":"Qwen3-8B","Decoding Strategy":"greedy decoding"}. This record does not assert independent reproduction.

### Town@1024

Accuracy: 89. Result ID: 6a01a95847f34ce924e40f6b.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b8dbc836b87d8232fd.md>)

Recorded evaluation configuration: {"Model":"Qwen3-8B","Decoding Strategy":"greedy decoding"}. This record does not assert independent reproduction.

### Think@Bthink

Accuracy: 56.9. Result ID: 6a01a95847f34ce924e40f6a.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b8dbc836b87d8232fd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e571e209131cea3f27b.md>)

Recorded evaluation configuration: {"Model":"Qwen3-8B","Decoding Strategy":"greedy decoding"}. This record does not assert independent reproduction.

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