Cognitive Distortions Classification on C2D2
65.67F1 ScoreChinese MentalBERT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Chinese MentalBERTMasking=Guided2024.02 | 65.67 | 65.66 | 66 | |
| Chinese MentalBERTMasking=Random2024.02 | 65.3 | 65.11 | 65.94 | |
| Chinese-BERT-wwmMasking=Random2024.02 | 63.66 | 64.18 | 64.25 | |
| BERTMasking=Random2024.02 | 63.35 | 63.53 | 63.74 | |
| DKPLM-medicalMasking=Random2024.02 | 60.73 | 61.41 | 60.64 | |
| Chinese-Alpaca-22024.02 | 60.51 | 61.19 | 61.44 | |
| DKPLM-financialMasking=Random2024.02 | 59.14 | 60.01 | 59.41 | |
| Word2vec-CNN2024.02 | 57.86 | 59.35 | 58.07 | |
| Llama2-Chinese-Chat2024.02 | 57.73 | 59.81 | 57.66 | |
| Word2vec-BiLSTM2024.02 | 52.06 | 52.6 | 51.93 |