Moral Foundation (3-class) Evaluation on ValEval Generalized
53.84AccuracyCLAVE-Llama
Evaluation Results
| Method | Links | |
|---|---|---|
| CLAVE-LlamaEvaluation Protocol=Tuning-based Evaluation, Backbone=Llama2-7b2024.07 | 53.84 | |
| Llama2-7bEvaluation Protocol=Tuning-based Evaluation, Backbone=Llama2-7b2024.07 | 51.76 | |
| GPT-2-LargeEvaluation Protocol=Tuning-based Evaluation, Backbone=GPT-2-Large2024.07 | 51.14 | |
| CLAVE-MistralEvaluation Protocol=Tuning-based Evaluation, Backbone=Mistral-7b2024.07 | 49.27 | |
| CrowdworkerEvaluation Protocol=Tuning-based Evaluation2024.07 | 49.25 | |
| Phi-3Evaluation Protocol=Tuning-based Evaluation, Backbone=Phi-32024.07 | 49.06 | |
| Mistral-7bEvaluation Protocol=Tuning-based Evaluation, Backbone=Mistral-7b2024.07 | 48.02 | |
| WideDeepEvaluation Protocol=Prompt-based Evaluation2024.07 | 47.92 | |
| ChatEvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 47.5 | |
| FairEvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 46.67 | |
| AllureEvaluation Protocol=Prompt-based Evaluation2024.07 | 46.09 | |
| Chain-of-thoughtEvaluation Protocol=Prompt-based Evaluation2024.07 | 42.97 | |
| G-EvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 42.19 | |
| VanillaEvaluation Protocol=Prompt-based Evaluation2024.07 | 39.84 | |
| CalibrateEvaluation Protocol=Prompt-based Evaluation2024.07 | 38.28 | |
| Few-shotEvaluation Protocol=Prompt-based Evaluation2024.07 | 14.06 |