Text Classification on EmojiEval (test)
32.32Macro F1 ScoreCIFM
Evaluation results
| Method | Links | |
|---|---|---|
| CIFMBackbone=RoBERTa, Fine-tuning=true2024.06 | 32.32 | |
| CE+ATBackbone=RoBERTa, Fine-tuning=true2024.06 | 32 | |
| MINE-IBBackbone=RoBERTa, Fine-tuning=true2024.06 | 31.7 | |
| CE+CPBackbone=RoBERTa, Fine-tuning=true2024.06 | 31.12 | |
| CE+SCLBackbone=RoBERTa, Fine-tuning=true2024.06 | 31.09 | |
| CEBackbone=RoBERTa, Fine-tuning=true2024.06 | 30.25 | |
| MEIBBackbone=RoBERTa, Fine-tuning=true2024.06 | 29.94 | |
| VIBBackbone=RoBERTa, Fine-tuning=true2024.06 | 29.71 | |
| SVM2024.06 | 29.3 | |
| FastText2024.06 | 25.8 | |
| BiLSTM+2024.06 | 24.7 | |
| CIFMBackbone=BERT, Fine-tuning=true2024.06 | 24.28 | |
| CE+ATBackbone=BERT, Fine-tuning=true2024.06 | 22.93 | |
| CEBackbone=BERT, Fine-tuning=true2024.06 | 22.3 | |
| CE+CPBackbone=BERT, Fine-tuning=true2024.06 | 21.91 | |
| MEIBBackbone=BERT, Fine-tuning=true2024.06 | 21.87 | |
| CE+SCLBackbone=BERT, Fine-tuning=true2024.06 | 21.72 | |
| VIBBackbone=BERT, Fine-tuning=true2024.06 | 21.31 | |
| MINE-IBBackbone=BERT, Fine-tuning=true2024.06 | 21.29 | |
| GPT-3.5Backbone=GPT-3.52024.06 | 6.34 |