ML Research Wiki / Benchmarks / Semantic Similarity / SICK

SICK

Semantic Similarity Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: MSE

Top Performing Models

Rank Model Paper MSE Date Code
1 Dependency Tree-LSTM (Tai et al., 2015) Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks 0.25 2015-02-28 📦 dmlc/dgl 📦 dmlc/dgl 📦 tensorflow/fold
2 combine-skip (Kiros et al., 2015) Skip-Thought Vectors 0.27 2015-06-22 📦 facebookresearch/InferSent 📦 facebookresearch/SentEval 📦 ryankiros/skip-thoughts
3 Bidirectional LSTM (Tai et al., 2015) Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks 0.27 2015-02-28 📦 dmlc/dgl 📦 dmlc/dgl 📦 tensorflow/fold
4 LSTM (Tai et al., 2015) Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks 0.28 2015-02-28 📦 dmlc/dgl 📦 dmlc/dgl 📦 tensorflow/fold
5 Doc2VecC Efficient Vector Representation for Documents through Corruption 0.31 2017-07-08 📦 mchen24/iclr2017

All Papers (5)