Semantic Similarity English-only
74.6Pearson's rVMSST
Evaluation results
| Method | Links | |
|---|---|---|
| VMSSTInitialization=Pretrained, Number of Layers=242022.12 | 74.6 | |
| BITRANSLATIONInitialization=Pretrained, Number of Layers=242022.12 | 74 | |
| VMSST CONTRASTIVEInitialization=Pretrained, Number of Layers=242022.12 | 73.4 | |
| CONTRASTIVEInitialization=Pretrained, Number of Layers=242022.12 | 73.3 | |
| BITRANSLATIONInitialization=Random, Number of Layers=242022.12 | 71.2 | |
| VMSSTInitialization=Random, Number of Layers=242022.12 | 71.1 | |
| VMSSTInitialization=Random, Number of Layers=62022.12 | 70.1 | |
| BITRANSLATIONInitialization=Random, Number of Layers=62022.12 | 69.6 | |
| VMSST CONTRASTIVEInitialization=Random, Number of Layers=242022.12 | 68.2 | |
| VMSST CONTRASTIVEInitialization=Random, Number of Layers=62022.12 | 65.7 | |
| CONTRASTIVEInitialization=Random, Number of Layers=62022.12 | 65.5 | |
| CONTRASTIVEInitialization=Random, Number of Layers=242022.12 | 64.4 |