Semantic Textual Similarity on STSB
73.2Spearman CorrelationMIC
Evaluation results
| Method | Links | |
|---|---|---|
| MICBackbone=BERT, Dimension=5122026.05 | 73.2 | |
| MICBackbone=BERT, Dimension=7682026.05 | 72.88 | |
| MICBackbone=BERT, Dimension=2562026.05 | 72.23 | |
| ESEBackbone=BERT, Dim=7682026.04 | 71.99 | |
| ESEBackbone=BERT, Dimension=7682026.05 | 71.99 | |
| MIPICBackbone=BERT, Dim=7682026.04 | 71.96 | |
| Unsup SimCSEBackbone=BERT, Dim=7682026.04 | 71.58 | |
| Unsup SimCSEBackbone=BERT, Dimension=7682026.05 | 71.58 | |
| MRLBackbone=BERT, Dim=5122026.04 | 71.33 | |
| MRLBackbone=BERT, Dimension=5122026.05 | 71.33 | |
| MRLBackbone=BERT, Dim=7682026.04 | 71.3 | |
| MRLBackbone=BERT, Dimension=7682026.05 | 71.3 | |
| MIPICBackbone=BERT, Dim=5122026.04 | 71.22 | |
| MICBackbone=BERT, Dimension=1282026.05 | 71.04 | |
| ESEBackbone=BERT, Dim=2562026.04 | 70.91 | |
| ESEBackbone=BERT, Dimension=2562026.05 | 70.91 | |
| ESEBackbone=BERT, Dim=5122026.04 | 70.83 | |
| ESEBackbone=BERT, Dimension=5122026.05 | 70.83 | |
| Unsup SimCSEBackbone=BERT, Dim=5122026.04 | 70.67 | |
| Unsup SimCSEBackbone=BERT, Dimension=5122026.05 | 70.67 | |
| MIPICBackbone=BERT, Dim=1282026.04 | 70.55 | |
| MRLBackbone=BERT, Dim=2562026.04 | 70.41 | |
| MRLBackbone=BERT, Dimension=2562026.05 | 70.41 | |
| ESEBackbone=BERT, Dim=1282026.04 | 70.12 | |
| ESEBackbone=BERT, Dimension=1282026.05 | 70.12 | |
| MIPICBackbone=BERT, Dim=2562026.04 | 70.1 | |
| MIPICBackbone=TinyBERT 6L, Dim=7682026.04 | 69.74 | |
| MRLBackbone=BERT, Dim=1282026.04 | 69.59 | |
| MRLBackbone=BERT, Dimension=1282026.05 | 69.59 | |
| MIPICBackbone=TinyBERT 6L, Dim=5122026.04 | 69.54 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=7682026.04 | 69.45 | |
| MICBackbone=TinyBERT 6L, Dimension=7682026.05 | 69.38 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=7682026.05 | 69.31 | |
| MIPICBackbone=TinyBERT 6L, Dim=2562026.04 | 69.18 | |
| MICBackbone=TinyBERT 6L, Dimension=5122026.05 | 69.12 | |
| ESEBackbone=TinyBERT 6L, Dim=7682026.04 | 69.02 | |
| MICBackbone=BERT, Dimension=642026.05 | 69.02 | |
| ESEBackbone=TinyBERT 6L, Dimension=7682026.05 | 69.02 | |
| MRLBackbone=TinyBERT 6L, Dim=7682026.04 | 68.93 | |
| MRLBackbone=TinyBERT 6L, Dimension=7682026.05 | 68.93 | |
| ESEBackbone=TinyBERT 6L, Dim=5122026.04 | 68.92 | |
| ESEBackbone=TinyBERT 6L, Dimension=5122026.05 | 68.92 | |
| MRLBackbone=TinyBERT 6L, Dim=5122026.04 | 68.85 | |
| MRLBackbone=TinyBERT 6L, Dimension=5122026.05 | 68.85 | |
| MIPICBackbone=TinyBERT 6L, Dim=1282026.04 | 68.81 | |
| ESEBackbone=TinyBERT 6L, Dim=1282026.04 | 68.52 | |
| ESEBackbone=TinyBERT 6L, Dim=2562026.04 | 68.36 | |
| Unsup SimCSEBackbone=BERT, Dim=2562026.04 | 68.23 | |
| MICBackbone=TinyBERT 6L, Dimension=2562026.05 | 68.23 | |
| Unsup SimCSEBackbone=BERT, Dimension=2562026.05 | 68.23 | |
| MIPICBackbone=BERT, Dim=642026.04 | 68.02 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=5122026.04 | 67.82 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=5122026.05 | 67.82 | |
| MRLBackbone=TinyBERT 6L, Dim=2562026.04 | 67.79 | |
| MRLBackbone=TinyBERT 6L, Dimension=2562026.05 | 67.79 | |
| Unsup SimCSEBackbone=BERT, Dim=1282026.04 | 67.53 | |
| Unsup SimCSEBackbone=BERT, Dimension=1282026.05 | 67.53 | |
| ESEBackbone=BERT, Dim=642026.04 | 67.51 | |
| ESEBackbone=BERT, Dimension=642026.05 | 67.51 | |
| MICBackbone=TinyBERT 6L, Dimension=1282026.05 | 67.46 | |
| MIPICBackbone=TinyBERT 6L, Dim=642026.04 | 67.37 | |
| MRLBackbone=BERT, Dim=642026.04 | 67.32 | |
| MRLBackbone=BERT, Dimension=642026.05 | 67.32 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=2562026.05 | 67.24 | |
| MRLBackbone=TinyBERT 6L, Dim=1282026.04 | 67.16 | |
| MRLBackbone=TinyBERT 6L, Dimension=1282026.05 | 67.16 | |
| MICBackbone=BERT, Dimension=322026.05 | 66.8 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=2562026.04 | 66.61 | |
| MIPICBackbone=BERT, Dim=322026.04 | 66.16 | |
| MICBackbone=TinyBERT 6L, Dimension=642026.05 | 65.93 | |
| ESEBackbone=TinyBERT 6L, Dim=642026.04 | 65.78 | |
| ESEBackbone=TinyBERT 6L, Dimension=642026.05 | 65.78 | |
| ESEBackbone=TinyBERT 6L, Dimension=1282026.05 | 65.61 | |
| MIPICBackbone=TinyBERT 6L, Dim=322026.04 | 65.47 | |
| MRLBackbone=TinyBERT 6L, Dim=642026.04 | 65.45 | |
| MRLBackbone=TinyBERT 6L, Dimension=642026.05 | 65.45 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=1282026.05 | 65.11 | |
| MRLBackbone=BERT, Dim=322026.04 | 65.09 | |
| MRLBackbone=BERT, Dimension=322026.05 | 65.09 | |
| ESEBackbone=TinyBERT 6L, Dimension=2562026.05 | 65.01 | |
| ESEBackbone=BERT, Dim=322026.04 | 64.39 | |
| ESEBackbone=BERT, Dimension=322026.05 | 64.39 | |
| MICBackbone=TinyBERT 6L, Dimension=322026.05 | 63.67 | |
| MRLBackbone=TinyBERT 6L, Dim=322026.04 | 63.51 | |
| MIPICBackbone=BERT, Dim=162026.04 | 63.43 | |
| MICBackbone=BERT, Dimension=162026.05 | 63.36 | |
| MRLBackbone=TinyBERT 6L, Dimension=322026.05 | 62.97 | |
| MIPICBackbone=TinyBERT 6L, Dim=162026.04 | 62.43 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=322026.05 | 62.16 | |
| MRLBackbone=BERT, Dim=162026.04 | 61.65 | |
| MRLBackbone=BERT, Dimension=162026.05 | 61.65 | |
| Unsup SimCSEBackbone=BERT, Dim=642026.04 | 61.22 | |
| Unsup SimCSEBackbone=BERT, Dimension=642026.05 | 61.22 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=1282026.04 | 60.83 | |
| ESEBackbone=TinyBERT 6L, Dim=322026.04 | 60.12 | |
| ESEBackbone=TinyBERT 6L, Dimension=322026.05 | 60.12 | |
| MRLBackbone=TinyBERT 6L, Dim=162026.04 | 60 | |
| ESEBackbone=BERT, Dim=162026.04 | 59.39 | |
| ESEBackbone=BERT, Dimension=162026.05 | 59.39 | |
| MICBackbone=TinyBERT 6L, Dimension=162026.05 | 58.82 |