Hate Speech Detection On Ethos Binary
평가 지표
Classification Accuracy
F1-score
Precision
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | Classification Accuracy | F1-score | Precision |
|---|---|---|---|
| ethos-an-online-hate-speech-detection-dataset | 0.6504 | 0.6441 | 64.69 |
| opt-open-pre-trained-transformer-language | - | 0.713 | - |
| ethos-an-online-hate-speech-detection-dataset | 0.7734 | 0.768 | 77.76 |
| ethos-an-online-hate-speech-detection-dataset | 0.7664 | 0.7883 | 79.17 |
| opt-open-pre-trained-transformer-language | - | 0.667 | - |
| hate-speech-detection-using-static-bert | 0.8015 | 0.7971 | 0.8037 |
| opt-open-pre-trained-transformer-language | - | 0.354 | - |
| ethos-an-online-hate-speech-detection-dataset | 0.6643 | 0.6607 | 66.47 |
| opt-open-pre-trained-transformer-language | - | 0.759 | - |
| opt-open-pre-trained-transformer-language | - | 0.616 | - |
| opt-open-pre-trained-transformer-language | - | 0.628 | - |
| ethos-an-online-hate-speech-detection-dataset | 0.7515 | 0.7441 | 74.92 |