# Instance-level semantic change prediction on DWUG (test)

Source: [Instance-level semantic change prediction on DWUG (test)](<https://www.sota2.com/research/sota/instance-level-semantic-change-prediction-on-dwug-test>)

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

Data updated: 2026-02-26T06:04:35.371Z

Evaluation of Instance-level semantic change prediction performance on the test split of the DWUG dataset, reporting Spearman rank 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 | Instance-level semantic change prediction |
| Dataset (including any stated split) | DWUG (test) |
| Metric | Spearman Correlation |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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/instance-level-semantic-change-prediction-on-dwug-test.md?metric=Spearman%20Correlation>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spearman Correlation | Result date | Report paper |
| --- | --- | --- | --- |
| τSUS | 0.46 | Not recorded | 68fa79081e209131cea7bc90 |
| τLDR | 0.4 | Not recorded | 68fa79081e209131cea7bc90 |
| τWiDiD | 0.31 | Not recorded | 68fa79081e209131cea7bc90 |

### τSUS

Spearman Correlation: 0.46. Result ID: 6995bbdd3badfaffe6bd7ea6.

[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.

### τLDR

Spearman Correlation: 0.4. Result ID: 6995bbdd3badfaffe6bd7ea7.

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

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

### τWiDiD

Spearman Correlation: 0.31. Result ID: 6995bbdd3badfaffe6bd7ea8.

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

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

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