Schwartz Value (3-class) Evaluation on ValEval (Disturb)
82.12AccuracyCLAVE-Llama
Evaluation Results
| Method | Links | |
|---|---|---|
| CLAVE-LlamaEvaluation Protocol=Tuning-based Evaluation, Backbone=Llama2-7b2024.07 | 82.12 | |
| FairEvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 81.5 | |
| ChatEvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 81.42 | |
| WideDeepEvaluation Protocol=Prompt-based Evaluation2024.07 | 80.42 | |
| CLAVE-MistralEvaluation Protocol=Tuning-based Evaluation, Backbone=Mistral-7b2024.07 | 75.05 | |
| Mistral-7bEvaluation Protocol=Tuning-based Evaluation, Backbone=Mistral-7b2024.07 | 70.89 | |
| CrowdworkerEvaluation Protocol=Tuning-based Evaluation2024.07 | 68.65 | |
| CalibrateEvaluation Protocol=Prompt-based Evaluation2024.07 | 68.49 | |
| Chain-of-thoughtEvaluation Protocol=Prompt-based Evaluation2024.07 | 68.39 | |
| Phi-3Evaluation Protocol=Tuning-based Evaluation, Backbone=Phi-32024.07 | 68.19 | |
| VanillaEvaluation Protocol=Prompt-based Evaluation2024.07 | 68.13 | |
| G-EvalEvaluation Protocol=Prompt-based Evaluation2024.07 | 67.88 | |
| Few-shotEvaluation Protocol=Prompt-based Evaluation2024.07 | 67.62 | |
| AllureEvaluation Protocol=Prompt-based Evaluation2024.07 | 67.42 | |
| GPT-2-LargeEvaluation Protocol=Tuning-based Evaluation, Backbone=GPT-2-Large2024.07 | 60.49 | |
| Llama2-7bEvaluation Protocol=Tuning-based Evaluation, Backbone=Llama2-7b2024.07 | 58.83 |