# Geography on Geography concept family

Source: [Geography on Geography concept family](<https://www.sota2.com/research/sota/geography-on-geography-concept-family>)

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

Data updated: 2026-04-20T07:03:54.894Z

Evaluation of model performance on the Geography concept family dataset using general Geography metrics.

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 | Geography |
| Dataset (including any stated split) | Geography concept family |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/geography-on-geography-concept-family.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Peak Alignment Score](<https://www.sota2.com/research/sota/geography-on-geography-concept-family.md?metric=Peak%20Alignment%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| RWKV-1.6B | 50.5 | Not recorded | 69e5b30e7d0172140ec7dfd8 |
| Mamba-1.4B | 49 | Not recorded | 69e5b30e7d0172140ec7dfd8 |

### RWKV-1.6B

Accuracy: 50.5. Result ID: 69e5ced947f34ce924cb7633.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b30e7d0172140ec7dfd8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71611e209131cea50f7f.md>)

[Implementation](<https://github.com/BlinkDL/RWKV-LM>)

Recorded evaluation configuration: {"Layers":"24L"}. This record does not assert independent reproduction.

### Mamba-1.4B

Accuracy: 49. Result ID: 69e5ced947f34ce924cb7632.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b30e7d0172140ec7dfd8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73611e209131cea5c0fe.md>)

Recorded evaluation configuration: {"Layers":"48L"}. This record does not assert independent reproduction.

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