Semantic Textual Similarity on SICK Slovak (val)
0.778Pearson CorrelationNLPCloud
Evaluation Results
| Method | Links | |
|---|---|---|
| NLPCloudAlgorithm Type=Third-party tool2026.02 | 0.778 | |
| SlovakBERTAlgorithm Type=Third-party tool, fine-tuned=true2026.02 | 0.7515 | |
| GPT-4Algorithm Type=Third-party tool2026.02 | 0.74 | |
| OpenAI full-text embeddingsAlgorithm Type=Third-party tool2026.02 | 0.718 | |
| Gradient Boosting RegressionAlgorithm Type=Custom ML model2026.02 | 0.702 | |
| XGBoostAlgorithm Type=Custom ML model2026.02 | 0.696 | |
| Random Forest RegressionAlgorithm Type=Custom ML model2026.02 | 0.655 | |
| Linear RegressionAlgorithm Type=Custom ML model2026.02 | 0.652 | |
| Bayesian Ridge RegressionAlgorithm Type=Custom ML model2026.02 | 0.65 | |
| Decision Tree RegressionAlgorithm Type=Custom ML model2026.02 | 0.643 | |
| Support Vector RegressionAlgorithm Type=Custom ML model2026.02 | 0.629 | |
| OpenAI word-level embeddingsAlgorithm Type=Statistical2026.02 | 0.554 | |
| OchiaiAlgorithm Type=Term-based2026.02 | 0.55 | |
| Sorensen-DiceAlgorithm Type=Term-based2026.02 | 0.541 | |
| CosineAlgorithm Type=Term-based2026.02 | 0.532 | |
| JaccardAlgorithm Type=Term-based2026.02 | 0.527 | |
| LCSSeqAlgorithm Type=Character-based2026.02 | 0.516 | |
| JaroAlgorithm Type=Character-based2026.02 | 0.509 | |
| FastTextAlgorithm Type=Statistical2026.02 | 0.498 | |
| Jaro-WinklerAlgorithm Type=Character-based2026.02 | 0.497 | |
| OverlapAlgorithm Type=Term-based2026.02 | 0.495 | |
| LCSStrAlgorithm Type=Character-based2026.02 | 0.491 | |
| LevenshteinAlgorithm Type=Character-based2026.02 | 0.487 | |
| Damerau-LevenshteinAlgorithm Type=Character-based2026.02 | 0.487 | |
| Smith-WatermanAlgorithm Type=Character-based2026.02 | 0.467 | |
| Needleman-WunschAlgorithm Type=Character-based2026.02 | 0.452 | |
| DISCOAlgorithm Type=Statistical2026.02 | 0.366 | |
| ESAAlgorithm Type=Statistical2026.02 | 0.343 | |
| PathAlgorithm Type=Knowledge-based2026.02 | 0.328 | |
| HammingAlgorithm Type=Character-based2026.02 | 0.325 | |
| Leacock-ChodorowAlgorithm Type=Knowledge-based2026.02 | 0.278 | |
| Wu-PalmerAlgorithm Type=Knowledge-based2026.02 | 0.237 | |
| HALAlgorithm Type=Statistical2026.02 | 0.22 |