# Semantic scope change measurement on Spanish DWUG

Source: [Semantic scope change measurement on Spanish DWUG](<https://www.sota2.com/research/sota/semantic-scope-change-measurement-on-spanish-dwug>)

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

Data updated: 2026-02-26T06:04:35.355Z

Evaluation of Semantic scope change measurement performance on the Spanish DWUG dataset, reporting Spearman correlation.

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 | Semantic scope change measurement |
| Dataset (including any stated split) | Spanish DWUG |
| Metric | Spearman Correlation |
| Unit | SCALAR |
| 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

- [Spearman Correlation](<https://www.sota2.com/research/sota/semantic-scope-change-measurement-on-spanish-dwug.md?metric=Spearman%20Correlation>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spearman Correlation | Result date | Report paper |
| --- | --- | --- | --- |
| g1 | 0.45 | Not recorded | 68fa79081e209131cea7bc90 |
| gvMF | 0.41 | Not recorded | 68fa79081e209131cea7bc90 |
| gSUS | 0.36 | Not recorded | 68fa79081e209131cea7bc90 |
| gWiDiD | 0.33 | Not recorded | 68fa79081e209131cea7bc90 |
| gLDR | 0.31 | Not recorded | 68fa79081e209131cea7bc90 |

### g1

Spearman Correlation: 0.45. Result ID: 6995bbdd3badfaffe6bd7ea2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bc90.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bc90.md>)

[Implementation](<https://github.com/ryo-lyo/Semantic-Shift-via-UOT>)

Recorded evaluation configuration: {"Approach":"SUS-based"}. This record does not assert independent reproduction.

### gvMF

Spearman Correlation: 0.41. Result ID: 6995bbdd3badfaffe6bd7ea3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bc90.md>)

Recorded evaluation configuration: {"Approach":"form-based"}. This record does not assert independent reproduction.

### gSUS

Spearman Correlation: 0.36. Result ID: 6995bbdd3badfaffe6bd7ea1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bc90.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bc90.md>)

[Implementation](<https://github.com/ryo-lyo/Semantic-Shift-via-UOT>)

Recorded evaluation configuration: {"Approach":"SUS-based"}. This record does not assert independent reproduction.

### gWiDiD

Spearman Correlation: 0.33. Result ID: 6995bbdd3badfaffe6bd7ea5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bc90.md>)

Recorded evaluation configuration: {"Approach":"sense-based"}. This record does not assert independent reproduction.

### gLDR

Spearman Correlation: 0.31. Result ID: 6995bbdd3badfaffe6bd7ea4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bc90.md>)

Recorded evaluation configuration: {"Approach":"form-based"}. This record does not assert independent reproduction.

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