# Word Similarity Prediction on TxThmNorms 651 pairs (test)

Source: [Word Similarity Prediction on TxThmNorms 651 pairs (test)](<https://www.sota2.com/research/sota/word-similarity-prediction-on-txthmnorms-651-pairs-test>)

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

Data updated: 2026-03-12T08:54:56.019Z

Evaluation of Word Similarity Prediction performance on the test split of the TxThmNorms 651 pairs dataset, typically measured using 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 | Word Similarity Prediction |
| Dataset (including any stated split) | TxThmNorms 651 pairs (test) |
| 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-similarity-prediction-on-txthmnorms-651-pairs-test.md?metric=Spearman%20Correlation>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spearman Correlation | Result date | Report paper |
| --- | --- | --- | --- |
| WordNet Wu–Palmer | 0.62 | Not recorded | 69b248afd030084c22e2fa73 |
| WordNet Path | 0.582 | Not recorded | 69b248afd030084c22e2fa73 |
| Neural Scorer | 0.536 | Not recorded | 69b248afd030084c22e2fa73 |
| BERT Cosine | 0.229 | Not recorded | 69b248afd030084c22e2fa73 |

### WordNet Wu–Palmer

Spearman Correlation: 0.62. Result ID: 69b27f466dbb7075b95d3e7f.

[Reporting paper](<https://www.sota2.com/research/paper/69b248afd030084c22e2fa73.md>)

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

### WordNet Path

Spearman Correlation: 0.582. Result ID: 69b27f466dbb7075b95d3e7e.

[Reporting paper](<https://www.sota2.com/research/paper/69b248afd030084c22e2fa73.md>)

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

### Neural Scorer

Spearman Correlation: 0.536. Result ID: 69b27f466dbb7075b95d3e7c.

[Reporting paper](<https://www.sota2.com/research/paper/69b248afd030084c22e2fa73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b248afd030084c22e2fa73.md>)

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

### BERT Cosine

Spearman Correlation: 0.229. Result ID: 69b27f466dbb7075b95d3e7d.

[Reporting paper](<https://www.sota2.com/research/paper/69b248afd030084c22e2fa73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

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

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