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SotA/Methodology/Semantic Similarity/SICK

Semantic Similarity on SICK

Metric: MSE (lower is better)

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#Model↕MSE▲AugmentationsPaperDate↕Code
1Dependency Tree-LSTM (Tai et al., 2015)0.2532NoImproved Semantic Representations From Tree-Stru...2015-02-28Code
2combine-skip (Kiros et al., 2015)0.2687NoSkip-Thought Vectors2015-06-22Code
3Bidirectional LSTM (Tai et al., 2015)0.2736NoImproved Semantic Representations From Tree-Stru...2015-02-28Code
4LSTM (Tai et al., 2015)0.2831NoImproved Semantic Representations From Tree-Stru...2015-02-28Code
5Doc2VecC0.3053NoEfficient Vector Representation for Documents th...2017-07-08Code