Semantic Similarity On Sick
Metrics
MSE
Pearson Correlation
Spearman Correlation
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | MSE | Pearson Correlation | Spearman Correlation |
|---|---|---|---|
| improved-semantic-representations-from-tree | 0.2736 | 0.8567 | 0.7966 |
| improved-semantic-representations-from-tree | 0.2831 | 0.8528 | 0.7911 |
| skip-thought-vectors | 0.2687 | 0.8584 | 0.7916 |
| improved-semantic-representations-from-tree | 0.2532 | 0.8676 | 0.8083 |
| efficient-vector-representation-for-documents | 0.3053 | 0.8381 | 0.7621 |