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SotA/Methodology/Semantic Similarity/SICK

Semantic Similarity on SICK

Metric: Spearman Correlation (higher is better)

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#Model↕Spearman Correlation▼AugmentationsPaperDate↕Code
1Dependency Tree-LSTM (Tai et al., 2015)0.8083NoImproved Semantic Representations From Tree-Stru...2015-02-28Code
2Bidirectional LSTM (Tai et al., 2015)0.7966NoImproved Semantic Representations From Tree-Stru...2015-02-28Code
3combine-skip (Kiros et al., 2015)0.7916NoSkip-Thought Vectors2015-06-22Code
4LSTM (Tai et al., 2015)0.7911NoImproved Semantic Representations From Tree-Stru...2015-02-28Code
5Doc2VecC0.7621NoEfficient Vector Representation for Documents th...2017-07-08Code