# Word-level semantic change magnitude measurement on DWUG Spanish 2022

Source: [Word-level semantic change magnitude measurement on DWUG Spanish 2022](<https://www.sota2.com/research/sota/word-level-semantic-change-magnitude-measurement-on-dwug-spanish-2022>)

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

Data updated: 2026-02-26T06:04:35.402Z

Evaluation of word-level semantic change magnitude measurement performance on the DWUG Spanish 2022 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 | Word-level semantic change magnitude measurement |
| Dataset (including any stated split) | DWUG Spanish 2022 |
| Metric | Spearman Correlation |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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/word-level-semantic-change-magnitude-measurement-on-dwug-spanish-2022.md?metric=Spearman%20Correlation>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spearman Correlation | Result date | Report paper |
| --- | --- | --- | --- |
| fsus | 0.61 | Not recorded | 68fa79081e209131cea7bc90 |
| f3 | 0.61 | Not recorded | 68fa79081e209131cea7bc90 |
| for | 0.61 | Not recorded | 68fa79081e209131cea7bc90 |
| fAPD | 0.61 | Not recorded | 68fa79081e209131cea7bc90 |
| f1 | 0.6 | Not recorded | 68fa79081e209131cea7bc90 |
| f2 | 0.6 | Not recorded | 68fa79081e209131cea7bc90 |
| fAPDP | 0.52 | Not recorded | 68fa79081e209131cea7bc90 |
| fWiDiD | 0.41 | Not recorded | 68fa79081e209131cea7bc90 |
| fLDR | 0.36 | Not recorded | 68fa79081e209131cea7bc90 |

### fsus

Spearman Correlation: 0.61. Result ID: 6995bbdd3badfaffe6bd7eac.

[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.

### f3

Spearman Correlation: 0.61. Result ID: 6995bbdd3badfaffe6bd7eaf.

[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.

### for

Spearman Correlation: 0.61. Result ID: 6995bbdd3badfaffe6bd7eb0.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa78d21e209131cea7a972.md>)

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

### fAPD

Spearman Correlation: 0.61. Result ID: 6995bbdd3badfaffe6bd7eb1.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa75741e209131cea6804a.md>)

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

### f1

Spearman Correlation: 0.6. Result ID: 6995bbdd3badfaffe6bd7ead.

[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.

### f2

Spearman Correlation: 0.6. Result ID: 6995bbdd3badfaffe6bd7eae.

[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.

### fAPDP

Spearman Correlation: 0.52. Result ID: 6995bbdd3badfaffe6bd7eb4.

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

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

### fWiDiD

Spearman Correlation: 0.41. Result ID: 6995bbdd3badfaffe6bd7eb3.

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

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

### fLDR

Spearman Correlation: 0.36. Result ID: 6995bbdd3badfaffe6bd7eb2.

[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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