Text Classification on TweetEval
72.69AccuracyMIC
Evaluation results
| Method | Links | |
|---|---|---|
| MICBackbone=TinyBERT 6L, Dimension=7682026.05 | 72.69 | |
| MICBackbone=TinyBERT 6L, Dimension=5122026.05 | 72.36 | |
| MIPICBackbone=BERT, Dim=5122026.04 | 71.58 | |
| MICBackbone=TinyBERT 6L, Dimension=2562026.05 | 71.46 | |
| MIPICBackbone=BERT, Dim=7682026.04 | 71.26 | |
| MIPICBackbone=TinyBERT 6L, Dim=7682026.04 | 70.89 | |
| MRLBackbone=BERT, Dim=5122026.04 | 70.86 | |
| ESEBackbone=BERT, Dim=7682026.04 | 70.75 | |
| MRLBackbone=BERT, Dim=7682026.04 | 70.72 | |
| MIPICBackbone=BERT, Dim=2562026.04 | 70.45 | |
| MIPICBackbone=TinyBERT 6L, Dim=5122026.04 | 70.43 | |
| ESEBackbone=BERT, Dim=5122026.04 | 70.22 | |
| Unsup SimCSEBackbone=BERT, Dim=7682026.04 | 70.22 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=7682026.04 | 70.16 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=7682026.05 | 70.16 | |
| ESEBackbone=TinyBERT 6L, Dim=7682026.04 | 70.02 | |
| Unsup SimCSEBackbone=BERT, Dim=5122026.04 | 70.02 | |
| ESEBackbone=TinyBERT 6L, Dimension=7682026.05 | 70.02 | |
| ESEBackbone=TinyBERT 6L, Dim=2562026.04 | 69.93 | |
| MICBackbone=BERT, Dimension=5122026.05 | 69.73 | |
| MRLBackbone=BERT, Dim=2562026.04 | 69.38 | |
| MICBackbone=BERT, Dimension=7682026.05 | 69.34 | |
| ESEBackbone=TinyBERT 6L, Dim=5122026.04 | 69.32 | |
| ESEBackbone=TinyBERT 6L, Dimension=5122026.05 | 69.32 | |
| MRLBackbone=TinyBERT 6L, Dimension=7682026.05 | 69.32 | |
| MIPICBackbone=TinyBERT 6L, Dim=2562026.04 | 69.29 | |
| MRLBackbone=TinyBERT 6L, Dim=7682026.04 | 69.1 | |
| ESEBackbone=BERT, Dimension=7682026.05 | 69.05 | |
| MICBackbone=TinyBERT 6L, Dimension=1282026.05 | 69.01 | |
| ESEBackbone=TinyBERT 6L, Dimension=2562026.05 | 68.97 | |
| ESEBackbone=BERT, Dim=2562026.04 | 68.73 | |
| MICBackbone=BERT, Dimension=2562026.05 | 68.48 | |
| MRLBackbone=TinyBERT 6L, Dim=5122026.04 | 68.25 | |
| MIPICBackbone=BERT, Dim=1282026.04 | 68.24 | |
| MRLBackbone=BERT, Dim=1282026.04 | 68.14 | |
| Unsup SimCSEBackbone=BERT, Dim=2562026.04 | 68.12 | |
| Unsup SimCSEBackbone=BERT, Dimension=7682026.05 | 68.08 | |
| MRLBackbone=TinyBERT 6L, Dim=2562026.04 | 68.03 | |
| MRLBackbone=TinyBERT 6L, Dimension=5122026.05 | 68.01 | |
| MICBackbone=TinyBERT 6L, Dimension=642026.05 | 68 | |
| MRLBackbone=TinyBERT 6L, Dimension=2562026.05 | 67.88 | |
| ESEBackbone=BERT, Dimension=5122026.05 | 67.78 | |
| MIPICBackbone=TinyBERT 6L, Dim=1282026.04 | 67.61 | |
| Unsup SimCSEBackbone=BERT, Dimension=5122026.05 | 67.46 | |
| ESEBackbone=TinyBERT 6L, Dim=1282026.04 | 66.75 | |
| ESEBackbone=TinyBERT 6L, Dimension=1282026.05 | 66.75 | |
| MRLBackbone=TinyBERT 6L, Dim=1282026.04 | 66.71 | |
| MRLBackbone=TinyBERT 6L, Dimension=1282026.05 | 66.71 | |
| ESEBackbone=BERT, Dimension=2562026.05 | 66.62 | |
| MRLBackbone=BERT, Dimension=7682026.05 | 66.6 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=5122026.04 | 66.47 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=5122026.05 | 66.47 | |
| Unsup SimCSEBackbone=BERT, Dim=1282026.04 | 66.23 | |
| Unsup SimCSEBackbone=BERT, Dimension=2562026.05 | 65.77 | |
| MRLBackbone=BERT, Dimension=5122026.05 | 65.72 | |
| MRLBackbone=BERT, Dim=642026.04 | 65.68 | |
| MIPICBackbone=BERT, Dim=642026.04 | 65.64 | |
| MICBackbone=BERT, Dimension=1282026.05 | 65.63 | |
| ESEBackbone=BERT, Dim=1282026.04 | 65.51 | |
| MIPICBackbone=TinyBERT 6L, Dim=642026.04 | 65.36 | |
| ESEBackbone=BERT, Dimension=1282026.05 | 65.24 | |
| ESEBackbone=TinyBERT 6L, Dim=642026.04 | 65.16 | |
| ESEBackbone=TinyBERT 6L, Dimension=642026.05 | 64.96 | |
| MICBackbone=TinyBERT 6L, Dimension=322026.05 | 64.79 | |
| Unsup SimCSEBackbone=BERT, Dimension=1282026.05 | 63.92 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=2562026.04 | 63.54 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=2562026.05 | 63.54 | |
| MIPICBackbone=TinyBERT 6L, Dim=322026.04 | 63.32 | |
| Unsup SimCSEBackbone=BERT, Dim=642026.04 | 63.27 | |
| Unsup SimCSEBackbone=BERT, Dimension=642026.05 | 63.27 | |
| MRLBackbone=BERT, Dimension=2562026.05 | 63.05 | |
| ESEBackbone=TinyBERT 6L, Dimension=322026.05 | 62.78 | |
| MIPICBackbone=BERT, Dim=322026.04 | 62.3 | |
| MICBackbone=TinyBERT 6L, Dimension=162026.05 | 62.13 | |
| MICBackbone=BERT, Dimension=642026.05 | 62.09 | |
| ESEBackbone=BERT, Dimension=642026.05 | 61.09 | |
| MIPICBackbone=TinyBERT 6L, Dim=162026.04 | 60.57 | |
| ESEBackbone=BERT, Dim=642026.04 | 60.55 | |
| MRLBackbone=BERT, Dimension=1282026.05 | 60.52 | |
| MRLBackbone=BERT, Dim=322026.04 | 60.51 | |
| MRLBackbone=BERT, Dimension=322026.05 | 60.51 | |
| MIPICBackbone=BERT, Dim=162026.04 | 60.38 | |
| MRLBackbone=TinyBERT 6L, Dim=642026.04 | 60.22 | |
| MRLBackbone=TinyBERT 6L, Dimension=642026.05 | 60.22 | |
| ESEBackbone=TinyBERT 6L, Dim=322026.04 | 59.17 | |
| MRLBackbone=TinyBERT 6L, Dim=322026.04 | 59.08 | |
| MRLBackbone=TinyBERT 6L, Dimension=322026.05 | 58.74 | |
| ESEBackbone=TinyBERT 6L, Dimension=162026.05 | 58.72 | |
| MRLBackbone=BERT, Dimension=642026.05 | 58.39 | |
| MICBackbone=BERT, Dimension=322026.05 | 57.48 | |
| MICBackbone=BERT, Dimension=162026.05 | 56.13 | |
| MRLBackbone=BERT, Dim=162026.04 | 55.96 | |
| MRLBackbone=BERT, Dimension=162026.05 | 55.96 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dim=1282026.04 | 55.89 | |
| Unsup SimCSEBackbone=TinyBERT 6L, Dimension=1282026.05 | 55.89 | |
| Unsup SimCSEBackbone=BERT, Dim=322026.04 | 55.5 | |
| Unsup SimCSEBackbone=BERT, Dimension=322026.05 | 55.5 | |
| ESEBackbone=BERT, Dim=322026.04 | 54.75 | |
| ESEBackbone=BERT, Dimension=322026.05 | 54.15 | |
| MRLBackbone=TinyBERT 6L, Dim=162026.04 | 53.66 |