Toxic Identification on TOXICN (test)
80.9PrecisionRoBERTa
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RoBERTaTKE=true, Backbone=roberta-base-chinese2023.05 | 80.9 | 80.5 | 80.6 | |
| RoBERTaTKE=false, Backbone=roberta-base-chinese2023.05 | 80.8 | 80.2 | 80.3 | |
| BERTTKE=true, Backbone=bert-base-chinese2023.05 | 80.4 | 80.2 | 80 | |
| BERTTKE=false, Backbone=bert-base-chinese2023.05 | 80 | 79.7 | 79.7 | |
| BiLSTMTKE=true2023.05 | 75.4 | 74.8 | 74.9 | |
| BiLSTMTKE=false2023.05 | 73.7 | 72.7 | 72.9 | |
| BTCDescription=Baidu Text Censor online API, TKE=false2023.05 | 64.2 | 53 | 45.9 | |
| BERTTKE=false, Backbone=bert-base-chinese2023.05 | 55.9 | 56.4 | 55.3 | |
| RoBERTaTKE=true, Backbone=roberta-base-chinese2023.05 | 54.4 | 61.3 | 56.8 | |
| RoBERTaTKE=false, Backbone=roberta-base-chinese2023.05 | 54.2 | 58.7 | 55.8 | |
| BERTTKE=true, Backbone=bert-base-chinese2023.05 | 53.5 | 60.9 | 55.9 | |
| BiLSTMTKE=true2023.05 | 51.2 | 56.8 | 53.5 | |
| BiLSTMTKE=false2023.05 | 49.7 | 48.6 | 48 |