# Word-level semantic scope change detection on DWUG

Source: [Word-level semantic scope change detection on DWUG](<https://www.sota2.com/research/sota/word-level-semantic-scope-change-detection-on-dwug>)

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

Data updated: 2026-02-26T06:04:35.432Z

Evaluation of Word-level semantic scope change detection performance on the 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 | Word-level semantic scope change detection |
| Dataset (including any stated split) | DWUG |
| Metric | Spearman Correlation |
| 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

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

## Recorded results

| Method | Spearman Correlation | Result date | Report paper |
| --- | --- | --- | --- |
| gvMF | 0.62 | Not recorded | 68fa79081e209131cea7bc90 |
| gsus | 0.55 | Not recorded | 68fa79081e209131cea7bc90 |
| gWiDiD | 0.4 | Not recorded | 68fa79081e209131cea7bc90 |
| gLDR | 0.36 | Not recorded | 68fa79081e209131cea7bc90 |

### gvMF

Spearman Correlation: 0.62. Result ID: 6995bbdd3badfaffe6bd7ebc.

[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: 0.55. Result ID: 6995bbdd3badfaffe6bd7ebb.

[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: 0.4. Result ID: 6995bbdd3badfaffe6bd7ebe.

[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: 0.36. Result ID: 6995bbdd3badfaffe6bd7ebd.

[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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