# Semantic Textual Similarity on SICK Slovak (val) Source: [Semantic Textual Similarity on SICK Slovak (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:57:40.815Z Evaluation of Semantic Textual Similarity performance on the validation split of the SICK Slovak dataset, reporting Pearson 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 Textual Similarity | | Dataset (including any stated split) | SICK Slovak (val) | | Metric | Pearson Correlation | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 33 of 33 | | 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 - [Pearson Correlation](): Higher is better; unit: SCALAR. ## Recorded results | Method | Pearson Correlation | Result date | Report paper | | --- | --- | --- | --- | | NLPCloud | 0.778 | Not recorded | 69842432a8b01e76cc8ee854 | | SlovakBERT | 0.7515 | Not recorded | 69842432a8b01e76cc8ee854 | | GPT-4 | 0.74 | Not recorded | 69842432a8b01e76cc8ee854 | | OpenAI full-text embeddings | 0.718 | Not recorded | 69842432a8b01e76cc8ee854 | | Gradient Boosting Regression | 0.702 | Not recorded | 69842432a8b01e76cc8ee854 | | XGBoost | 0.696 | Not recorded | 69842432a8b01e76cc8ee854 | | Random Forest Regression | 0.655 | Not recorded | 69842432a8b01e76cc8ee854 | | Linear Regression | 0.652 | Not recorded | 69842432a8b01e76cc8ee854 | | Bayesian Ridge Regression | 0.65 | Not recorded | 69842432a8b01e76cc8ee854 | | Decision Tree Regression | 0.643 | Not recorded | 69842432a8b01e76cc8ee854 | | Support Vector Regression | 0.629 | Not recorded | 69842432a8b01e76cc8ee854 | | OpenAI word-level embeddings | 0.554 | Not recorded | 69842432a8b01e76cc8ee854 | | Ochiai | 0.55 | Not recorded | 69842432a8b01e76cc8ee854 | | Sorensen-Dice | 0.541 | Not recorded | 69842432a8b01e76cc8ee854 | | Cosine | 0.532 | Not recorded | 69842432a8b01e76cc8ee854 | | Jaccard | 0.527 | Not recorded | 69842432a8b01e76cc8ee854 | | LCSSeq | 0.516 | Not recorded | 69842432a8b01e76cc8ee854 | | Jaro | 0.509 | Not recorded | 69842432a8b01e76cc8ee854 | | FastText | 0.498 | Not recorded | 69842432a8b01e76cc8ee854 | | Jaro-Winkler | 0.497 | Not recorded | 69842432a8b01e76cc8ee854 | | Overlap | 0.495 | Not recorded | 69842432a8b01e76cc8ee854 | | LCSStr | 0.491 | Not recorded | 69842432a8b01e76cc8ee854 | | Levenshtein | 0.487 | Not recorded | 69842432a8b01e76cc8ee854 | | Damerau-Levenshtein | 0.487 | Not recorded | 69842432a8b01e76cc8ee854 | | Smith-Waterman | 0.467 | Not recorded | 69842432a8b01e76cc8ee854 | | Needleman-Wunsch | 0.452 | Not recorded | 69842432a8b01e76cc8ee854 | | DISCO | 0.366 | Not recorded | 69842432a8b01e76cc8ee854 | | ESA | 0.343 | Not recorded | 69842432a8b01e76cc8ee854 | | Path | 0.328 | Not recorded | 69842432a8b01e76cc8ee854 | | Hamming | 0.325 | Not recorded | 69842432a8b01e76cc8ee854 | | Leacock-Chodorow | 0.278 | Not recorded | 69842432a8b01e76cc8ee854 | | Wu-Palmer | 0.237 | Not recorded | 69842432a8b01e76cc8ee854 | | HAL | 0.22 | Not recorded | 69842432a8b01e76cc8ee854 | ### NLPCloud Pearson Correlation: 0.778. Result ID: 69964b4c5698665ec48f98bc. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Third-party tool"}. This record does not assert independent reproduction. ### SlovakBERT Pearson Correlation: 0.7515. Result ID: 69964b4c5698665ec48f98bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Third-party tool","fine-tuned":"true"}. This record does not assert independent reproduction. ### GPT-4 Pearson Correlation: 0.74. Result ID: 69964b4c5698665ec48f98bb. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Third-party tool"}. This record does not assert independent reproduction. ### OpenAI full-text embeddings Pearson Correlation: 0.718. Result ID: 69964b4c5698665ec48f98ba. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Third-party tool"}. This record does not assert independent reproduction. ### Gradient Boosting Regression Pearson Correlation: 0.702. Result ID: 69964b4c5698665ec48f98b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Custom ML model"}. This record does not assert independent reproduction. ### XGBoost Pearson Correlation: 0.696. Result ID: 69964b4c5698665ec48f98b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Custom ML model"}. This record does not assert independent reproduction. ### Random Forest Regression Pearson Correlation: 0.655. Result ID: 69964b4c5698665ec48f98b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Custom ML model"}. This record does not assert independent reproduction. ### Linear Regression Pearson Correlation: 0.652. Result ID: 69964b4c5698665ec48f98b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Custom ML model"}. This record does not assert independent reproduction. ### Bayesian Ridge Regression Pearson Correlation: 0.65. Result ID: 69964b4c5698665ec48f98b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Custom ML model"}. This record does not assert independent reproduction. ### Decision Tree Regression Pearson Correlation: 0.643. Result ID: 69964b4c5698665ec48f98b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Custom ML model"}. This record does not assert independent reproduction. ### Support Vector Regression Pearson Correlation: 0.629. Result ID: 69964b4c5698665ec48f98b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Algorithm Type":"Custom ML model"}. This record does not assert independent reproduction. ### OpenAI word-level embeddings Pearson Correlation: 0.554. Result ID: 69964b4c5698665ec48f98af. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Statistical"}. This record does not assert independent reproduction. ### Ochiai Pearson Correlation: 0.55. Result ID: 69964b4c5698665ec48f98aa. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Term-based"}. This record does not assert independent reproduction. ### Sorensen-Dice Pearson Correlation: 0.541. Result ID: 69964b4c5698665ec48f98a7. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Term-based"}. This record does not assert independent reproduction. ### Cosine Pearson Correlation: 0.532. Result ID: 69964b4c5698665ec48f98a9. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Term-based"}. This record does not assert independent reproduction. ### Jaccard Pearson Correlation: 0.527. Result ID: 69964b4c5698665ec48f98a6. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Term-based"}. This record does not assert independent reproduction. ### LCSSeq Pearson Correlation: 0.516. Result ID: 69964b4c5698665ec48f98a4. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### Jaro Pearson Correlation: 0.509. Result ID: 69964b4c5698665ec48f98a0. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### FastText Pearson Correlation: 0.498. Result ID: 69964b4c5698665ec48f98ae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Algorithm Type":"Statistical"}. This record does not assert independent reproduction. ### Jaro-Winkler Pearson Correlation: 0.497. Result ID: 69964b4c5698665ec48f98a1. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### Overlap Pearson Correlation: 0.495. Result ID: 69964b4c5698665ec48f98a8. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Term-based"}. This record does not assert independent reproduction. ### LCSStr Pearson Correlation: 0.491. Result ID: 69964b4c5698665ec48f98a5. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### Levenshtein Pearson Correlation: 0.487. Result ID: 69964b4c5698665ec48f989e. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### Damerau-Levenshtein Pearson Correlation: 0.487. Result ID: 69964b4c5698665ec48f989f. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### Smith-Waterman Pearson Correlation: 0.467. Result ID: 69964b4c5698665ec48f98a3. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### Needleman-Wunsch Pearson Correlation: 0.452. Result ID: 69964b4c5698665ec48f98a2. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### DISCO Pearson Correlation: 0.366. Result ID: 69964b4c5698665ec48f98ad. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Statistical"}. This record does not assert independent reproduction. ### ESA Pearson Correlation: 0.343. Result ID: 69964b4c5698665ec48f98ac. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Statistical"}. This record does not assert independent reproduction. ### Path Pearson Correlation: 0.328. Result ID: 69964b4c5698665ec48f98b1. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Knowledge-based"}. This record does not assert independent reproduction. ### Hamming Pearson Correlation: 0.325. Result ID: 69964b4c5698665ec48f989d. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Character-based"}. This record does not assert independent reproduction. ### Leacock-Chodorow Pearson Correlation: 0.278. Result ID: 69964b4c5698665ec48f98b2. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Knowledge-based"}. This record does not assert independent reproduction. ### Wu-Palmer Pearson Correlation: 0.237. Result ID: 69964b4c5698665ec48f98b0. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Knowledge-based"}. This record does not assert independent reproduction. ### HAL Pearson Correlation: 0.22. Result ID: 69964b4c5698665ec48f98ab. [Reporting paper]() Recorded evaluation configuration: {"Algorithm Type":"Statistical"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.