Sentence Similarity on SICK
70.82Spearman CorrelationMIPIC
Evaluation Results
| Method | Links | |
|---|---|---|
| MIPICBackbone=TinyBERT 6L, Dim=2562026.04 | 70.82 | |
| MIPICBackbone=TinyBERT 6L, Dim=5122026.04 | 70.8 | |
| ESEBackbone=TinyBERT 6L, Dim=7682026.04 | 70.67 | |
| MIPICBackbone=TinyBERT 6L, Dim=7682026.04 | 70.65 | |
| ESEBackbone=TinyBERT 6L, Dim=5122026.04 | 70.57 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=7682026.04 | 70.55 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=5122026.04 | 70.46 | |
| MRLBackbone=TinyBERT 6L, Dim=5122026.04 | 70.09 | |
| MRLBackbone=TinyBERT 6L, Dim=7682026.04 | 70 | |
| MRLBackbone=TinyBERT 6L, Dim=1282026.04 | 69.84 | |
| ESEBackbone=TinyBERT 6L, Dim=2562026.04 | 69.03 | |
| MRLBackbone=BERT, Dim=7682026.04 | 68.94 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=2562026.04 | 68.93 | |
| MRLBackbone=TinyBERT 6L, Dim=2562026.04 | 68.85 | |
| ESEBackbone=TinyBERT 6L, Dim=1282026.04 | 68.73 | |
| MIPICBackbone=BERT, Dim=7682026.04 | 68.73 | |
| MRLBackbone=TinyBERT 6L, Dim=642026.04 | 68.47 | |
| MIPICBackbone=TinyBERT 6L, Dim=1282026.04 | 68.46 | |
| MRLBackbone=BERT, Dim=5122026.04 | 68.33 | |
| ESEBackbone=BERT, Dim=7682026.04 | 68.19 | |
| Unsup SimCSEBackbone=BERT, Dim=7682026.04 | 68.15 | |
| MIPICBackbone=BERT, Dim=5122026.04 | 68.02 | |
| MIPICBackbone=BERT, Dim=2562026.04 | 67.44 | |
| Unsup SimCSEBackbone=BERT, Dim=5122026.04 | 67.41 | |
| MIPICBackbone=TinyBERT 6L, Dim=322026.04 | 67.38 | |
| MIPICBackbone=TinyBERT 6L, Dim=642026.04 | 67.32 | |
| MRLBackbone=BERT, Dim=2562026.04 | 67.23 | |
| ESEBackbone=BERT, Dim=5122026.04 | 67.04 | |
| MIPICBackbone=BERT, Dim=1282026.04 | 67 | |
| ESEBackbone=TinyBERT 6L, Dim=642026.04 | 66.92 | |
| ESEBackbone=BERT, Dim=1282026.04 | 66.74 | |
| MRLBackbone=BERT, Dim=1282026.04 | 66.57 | |
| ESEBackbone=BERT, Dim=2562026.04 | 66.43 | |
| MIPICBackbone=BERT, Dim=642026.04 | 66.26 | |
| MRLBackbone=BERT, Dim=642026.04 | 66.11 | |
| Unsup SimCSEBackbone=BERT, Dim=2562026.04 | 65.72 | |
| MRLBackbone=TinyBERT 6L, Dim=322026.04 | 65.08 | |
| ESEBackbone=TinyBERT 6L, Dim=322026.04 | 64.98 | |
| MIPICBackbone=BERT, Dim=322026.04 | 64.24 | |
| MRLBackbone=BERT, Dim=322026.04 | 63.34 | |
| ESEBackbone=BERT, Dim=322026.04 | 62.36 | |
| MIPICBackbone=BERT, Dim=162026.04 | 62.07 | |
| ESEBackbone=BERT, Dim=642026.04 | 62.07 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=1282026.04 | 61.78 | |
| ESEBackbone=BERT, Dim=162026.04 | 61.5 | |
| MIPICBackbone=TinyBERT 6L, Dim=162026.04 | 61.03 | |
| MRLBackbone=BERT, Dim=162026.04 | 59.35 | |
| Unsup SimCSEBackbone=BERT, Dim=1282026.04 | 59.33 | |
| MRLBackbone=TinyBERT 6L, Dim=162026.04 | 59.07 | |
| ESEBackbone=TinyBERT 6L, Dim=162026.04 | 58.42 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=642026.04 | 55.38 | |
| Unsup SimCSEBackbone=BERT, Dim=642026.04 | 52.97 | |
| Unsup SimCSEBackbone=BERT, Dim=322026.04 | 51.86 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=322026.04 | 51.06 | |
| Unsup SimCSEBackbone=BERT, Dim=162026.04 | 45.75 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=162026.04 | 39.27 |