Semantic Textual Similarity on SICK (test)
0.7669Spearman CorrelationUSE
Evaluation results
| Method | Links | |
|---|---|---|
| USEsupervision=supervised2021.04 | 0.7669 | |
| S-ROBERTa (base)supervision=supervised2021.04 | 0.7446 | |
| DINO (STS-A-x1x2)supervision=unsupervised2021.04 | 0.7426 | |
| S-BERT (base)supervision=supervised2021.04 | 0.7291 | |
| DINO (STS-A-x2)supervision=unsupervised, unlabeled_data=STS2021.04 | 0.6809 | |
| InferSent, Glovesupervision=supervised2021.04 | 0.6565 | |
| Li et al. (2020)supervision=unsupervised, unlabeled_data=NLI2021.04 | 0.6544 | |
| Zhang et al. (2020)supervision=unsupervised, unlabeled_data=NLI2021.04 | 0.6425 | |
| Li et al. (2020)supervision=unsupervised, unlabeled_data=STS2021.04 | 0.6311 | |
| Avg. BERTsupervision=unsupervised2021.04 | 0.584 | |
| Avg. GloVesupervision=unsupervised2021.04 | 0.5376 | |
| BERT CLSsupervision=unsupervised2021.04 | 0.4263 |