Sentiment Analysis on Waimai 10k
89.7F1 ScoreChinese MentalBERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Chinese MentalBERTMasking=Guided2024.02 | 89.7 | 89.81 | 89.59 | |
| Chinese MentalBERTMasking=Random2024.02 | 87.94 | 88.48 | 87.41 | |
| BERTMasking=Random2024.02 | 87.58 | 90.89 | 84.5 | |
| Chinese-Alpaca-22024.02 | 87.55 | 86.37 | 88.75 | |
| Chinese-BERT-wwm-extMasking=Random2024.02 | 87.44 | 87.23 | 87.65 | |
| DKPLM-financialMasking=Random2024.02 | 86.65 | 86.86 | 86.44 | |
| Llama2-Chinese-Chat2024.02 | 85.42 | 87.43 | 83.5 | |
| DKPLM-medicalMasking=Random2024.02 | 85.25 | 87.31 | 83.29 | |
| Word2vec-CNN2024.02 | 83.94 | 87.83 | 80.93 | |
| Word2vec-BiLSTM2024.02 | 81.89 | 86.52 | 77.72 |