# Party distance correlation analysis on German manifestos (Annotated)

Source: [Party distance correlation analysis on German manifestos (Annotated)](<https://www.sota2.com/research/sota/party-distance-correlation-analysis-on-german-manifestos-annotated>)

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

Data updated: 2026-02-26T06:02:19.521Z

Evaluation of Party distance correlation analysis performance on the annotated German manifestos dataset.

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 | Party distance correlation analysis |
| Dataset (including any stated split) | German manifestos (Annotated) |
| Metric | Rile Correlation (r) |
| Unit | SCALAR |
| 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

- [Rile Correlation (r)](<https://www.sota2.com/research/sota/party-distance-correlation-analysis-on-german-manifestos-annotated.md?metric=Rile%20Correlation%20(r)>): Higher is better; unit: SCALAR.

- [CMP (Manual)](<https://www.sota2.com/research/sota/party-distance-correlation-analysis-on-german-manifestos-annotated.md?metric=CMP%20(Manual)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Rile Correlation (r) | Result date | Report paper |
| --- | --- | --- | --- |
| FastText | 0.94 | Not recorded | 68fa6f521e209131cea4501e |
| SBERT\_vanilla | 0.91 | Not recorded | 68fa6f521e209131cea4501e |
| SBERT\_domain | 0.87 | Not recorded | 68fa6f521e209131cea4501e |
| BERT\_German | 0.84 | Not recorded | 68fa6f521e209131cea4501e |

### FastText

Rile Correlation (r): 0.94. Result ID: 6990b76d3a6c31484902b350.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f521e209131cea4501e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa636e1e209131ce9febe6.md>)

[Implementation](<https://github.com/facebookresearch/fastText>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SBERT\_vanilla

Rile Correlation (r): 0.91. Result ID: 6990b76d3a6c31484902b352.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f521e209131cea4501e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66441e209131cea0f5ab.md>)

[Implementation](<https://github.com/UKPLab/sentence-transformers>)

Recorded evaluation configuration: {"Variant":"vanilla"}. This record does not assert independent reproduction.

### SBERT\_domain

Rile Correlation (r): 0.87. Result ID: 6990b76d3a6c31484902b353.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f521e209131cea4501e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f521e209131cea4501e.md>)

[Implementation](<https://github.com/tceron/additive_manifesto_decomposition>)

Recorded evaluation configuration: {"Variant":"domain-adapted","Approach":"Additive Manifesto Decomposition"}. This record does not assert independent reproduction.

### BERT\_German

Rile Correlation (r): 0.84. Result ID: 6990b76d3a6c31484902b351.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f521e209131cea4501e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68b71e209131cea1daea.md>)

[Implementation](<https://github.com/bohanli/BERT-flow>)

Recorded evaluation configuration: {"Language":"German"}. This record does not assert independent reproduction.

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