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ResearchFormerly WizWand

Semantic Textual Similarity on STS Benchmark Slovak (val)

0.824Pearson CorrelationNLPCloud
0.098080.286540.4750.66346Feb 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NLPCloudAlgorithm Type=Third-party tool2026.020.824
GPT-4Algorithm Type=Third-party tool2026.020.78
OpenAI full-text embeddingsAlgorithm Type=Third-party tool2026.020.756
SlovakBERTAlgorithm Type=Third-party tool, fine-tuned=true2026.020.7537
Gradient Boosting RegressionAlgorithm Type=Custom ML model2026.020.685
XGBoostAlgorithm Type=Custom ML model2026.020.678
Bayesian Ridge RegressionAlgorithm Type=Custom ML model2026.020.672
Linear RegressionAlgorithm Type=Custom ML model2026.020.671
Random Forest RegressionAlgorithm Type=Custom ML model2026.020.654
Support Vector RegressionAlgorithm Type=Custom ML model2026.020.648
Decision Tree RegressionAlgorithm Type=Custom ML model2026.020.635
OchiaiAlgorithm Type=Term-based2026.020.58
JaccardAlgorithm Type=Term-based2026.020.568
Sorensen-DiceAlgorithm Type=Term-based2026.020.562
CosineAlgorithm Type=Term-based2026.020.562
OverlapAlgorithm Type=Term-based2026.020.56
OpenAI word-level embeddingsAlgorithm Type=Statistical2026.020.547
LCSSeqAlgorithm Type=Character-based2026.020.532
JaroAlgorithm Type=Character-based2026.020.523
Jaro-WinklerAlgorithm Type=Character-based2026.020.502
LevenshteinAlgorithm Type=Character-based2026.020.492
LCSStrAlgorithm Type=Character-based2026.020.491
Damerau-LevenshteinAlgorithm Type=Character-based2026.020.485
Smith-WatermanAlgorithm Type=Character-based2026.020.456
FastTextAlgorithm Type=Statistical2026.020.42
Needleman-WunschAlgorithm Type=Character-based2026.020.397
DISCOAlgorithm Type=Statistical2026.020.347
ESAAlgorithm Type=Statistical2026.020.319
PathAlgorithm Type=Knowledge-based2026.020.265
HammingAlgorithm Type=Character-based2026.020.233
Leacock-ChodorowAlgorithm Type=Knowledge-based2026.020.231
Wu-PalmerAlgorithm Type=Knowledge-based2026.020.184
HALAlgorithm Type=Statistical2026.020.126