Topic Classification on Consumer Finance (test)
82.6AccuracyBERT Seq-CLS
Evaluation results
| Method | Links | |
|---|---|---|
| BERT Seq-CLSTraining Strategy=individual2023.05 | 82.6 | |
| BERT Seq-CLSTraining Strategy=full2023.05 | 76.9 | |
| Binary BERTTraining Strategy=explicit2023.05 | 30.2 | |
| Bi-EncoderTraining Strategy=explicit2023.05 | 27 | |
| BARTTraining Strategy=Zero-shot2023.05 | 24.6 | |
| Binary BERTTraining Strategy=implicit2023.05 | 23.4 | |
| Binary BERTTraining Strategy=vanilla2023.05 | 22.3 | |
| Bi-EncoderTraining Strategy=vanilla2023.05 | 18.1 | |
| GPT-2Training Strategy=explicit2023.05 | 13.9 | |
| GPT-2Training Strategy=vanilla2023.05 | 12.6 | |
| GPT-2Training Strategy=implicit2023.05 | 12.2 | |
| Bi-EncoderTraining Strategy=implicit2023.05 | 11.3 |