Social Risks (2-class) Evaluation on ValEval (Original)
88.57Accuracy (Social Risks 2-class)Mistral-7b
Evaluation Results
| Method | Links | |
|---|---|---|
| Mistral-7bEvaluation Protocol=Tuning-based Evaluation, Backbone=Mistral-7b2024.07 | 88.57 | |
| CLAVE-MistralEvaluation Protocol=Tuning-based Evaluation, Backbone=Mistral-7b2024.07 | 88.36 | |
| CrowdworkerEvaluation Protocol=Tuning-based Evaluation2024.07 | 86 | |
| GPT-2-LargeEvaluation Protocol=Tuning-based Evaluation, Backbone=GPT-2-Large2024.07 | 85.86 | |
| FairEvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 85.83 | |
| AllureEvaluation Protocol=Prompt-based Evaluation2024.07 | 85.66 | |
| CalibrateEvaluation Protocol=Prompt-based Evaluation2024.07 | 85.2 | |
| CLAVE-LlamaEvaluation Protocol=Tuning-based Evaluation, Backbone=Llama2-7b2024.07 | 85.03 | |
| VanillaEvaluation Protocol=Prompt-based Evaluation2024.07 | 84.89 | |
| Phi-3Evaluation Protocol=Tuning-based Evaluation, Backbone=Phi-32024.07 | 84.83 | |
| ChatEvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 83.9 | |
| Llama2-7bEvaluation Protocol=Tuning-based Evaluation, Backbone=Llama2-7b2024.07 | 83.57 | |
| Chain-of-thoughtEvaluation Protocol=Prompt-based Evaluation2024.07 | 83.25 | |
| WideDeepEvaluation Protocol=Prompt-based Evaluation2024.07 | 82.5 | |
| G-EvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 81.88 | |
| Few-shotEvaluation Protocol=Prompt-based Evaluation2024.07 | 79.61 |