Semantic Similarity on Semantic Similarity Cross-lingual XL
0.791Pearson Correlation CoefficientVMSST
Evaluation results
| Method | Links | |
|---|---|---|
| VMSSTInitialization=Pretrained, Number of Layers=242022.12 | 0.791 | |
| BITRANSLATIONInitialization=Pretrained, Number of Layers=242022.12 | 0.78 | |
| VMSSTInitialization=Pretrained, Number of Layers=242022.12 | 0.775 | |
| BITRANSLATIONInitialization=Pretrained, Number of Layers=242022.12 | 0.768 | |
| VMSST CONTRASTIVEInitialization=Pretrained, Number of Layers=242022.12 | 0.754 | |
| CONTRASTIVEInitialization=Pretrained, Number of Layers=242022.12 | 0.747 | |
| VMSST CONTRASTIVEInitialization=Pretrained, Number of Layers=242022.12 | 0.746 | |
| CONTRASTIVEInitialization=Pretrained, Number of Layers=242022.12 | 0.739 | |
| VMSSTInitialization=Random, Number of Layers=242022.12 | 0.717 | |
| VMSST CONTRASTIVEInitialization=Random, Number of Layers=242022.12 | 0.697 | |
| BITRANSLATIONInitialization=Random, Number of Layers=242022.12 | 0.681 | |
| VMSSTInitialization=Random, Number of Layers=242022.12 | 0.677 | |
| VMSSTInitialization=Random, Number of Layers=62022.12 | 0.674 | |
| CONTRASTIVEInitialization=Random, Number of Layers=62022.12 | 0.668 | |
| VMSST CONTRASTIVEInitialization=Random, Number of Layers=62022.12 | 0.663 | |
| VMSST CONTRASTIVEInitialization=Random, Number of Layers=242022.12 | 0.659 | |
| CONTRASTIVEInitialization=Random, Number of Layers=242022.12 | 0.646 | |
| BITRANSLATIONInitialization=Random, Number of Layers=62022.12 | 0.639 | |
| BITRANSLATIONInitialization=Random, Number of Layers=242022.12 | 0.638 | |
| CONTRASTIVEInitialization=Random, Number of Layers=62022.12 | 0.624 | |
| VMSSTInitialization=Random, Number of Layers=62022.12 | 0.622 | |
| VMSST CONTRASTIVEInitialization=Random, Number of Layers=62022.12 | 0.619 | |
| CONTRASTIVEInitialization=Random, Number of Layers=242022.12 | 0.6 | |
| BITRANSLATIONInitialization=Random, Number of Layers=62022.12 | 0.587 |