Functionally Diverse Response Generation on Task Category A
3.83Functionally Diverse Responses CountMistral-7B-Instruct-v0.3
Evaluation Results
| Method | Links | |
|---|---|---|
| Mistral-7B-Instruct-v0.3Sampling Strategy=System Prompt (General)2025.09 | 3.83 | |
| Mistral-7B-Instruct-v0.3Sampling Strategy=Temperature (t=1.0)2025.09 | 3.68 | |
| Mistral-7B-Instruct-v0.3Sampling Strategy=System Prompt (Task-Dependent)2025.09 | 3.08 | |
| Mistral-7B-Instruct-v0.3Sampling Strategy=Temperature (t=0.5)2025.09 | 2.83 | |
| gemini-1.5-flashSampling Strategy=Temperature (t=2.0)2025.09 | 2.68 | |
| gemini-1.5-flashSampling Strategy=Temperature (t=1.0)2025.09 | 2.55 | |
| gpt-4oSampling Strategy=Temperature (t=2.0)2025.09 | 2.38 | |
| gpt-4oSampling Strategy=In-Context Regeneration (General)2025.09 | 2.19 | |
| gpt-4oSampling Strategy=Temperature (t=1.0)2025.09 | 2.11 | |
| Llama-3.1-8B-InstructSampling Strategy=In-Context Regeneration (General)2025.09 | 2.02 | |
| gpt-4oSampling Strategy=System Prompt (General)2025.09 | 1.94 | |
| Mistral-7B-Instruct-v0.3Sampling Strategy=Temperature (t=0.0)2025.09 | 1.81 | |
| claude-3.5-sonnetSampling Strategy=In-Context Regeneration (General)2025.09 | 1.6 | |
| Llama-3.1-8B-InstructSampling Strategy=System Prompt (General)2025.09 | 1.59 | |
| gpt-4oSampling Strategy=Temperature (t=0.0)2025.09 | 1.57 | |
| Mistral-7B-Instruct-v0.3Sampling Strategy=In-Context Regeneration (Task-Dependent)2025.09 | 1.57 | |
| Llama-3.1-8B-InstructSampling Strategy=In-Context Regeneration (Task-Dependent)2025.09 | 1.55 | |
| Llama-3.1-8B-InstructSampling Strategy=Temperature (t=1.0)2025.09 | 1.45 | |
| gemini-1.5-flashSampling Strategy=In-Context Regeneration (General)2025.09 | 1.3 | |
| claude-3.5-sonnetSampling Strategy=Temperature (t=1.0)2025.09 | 1.28 | |
| gemini-1.5-flashSampling Strategy=Temperature (t=0.0)2025.09 | 1.25 | |
| claude-3.5-sonnetSampling Strategy=Temperature (t=0.5)2025.09 | 1.21 | |
| Llama-3.1-8B-InstructSampling Strategy=System Prompt (Task-Dependent)2025.09 | 1.2 | |
| Llama-3.1-8B-InstructSampling Strategy=Temperature (t=0.5)2025.09 | 1.19 | |
| claude-3.5-sonnetSampling Strategy=System Prompt (General)2025.09 | 1.17 | |
| gemini-1.5-flashSampling Strategy=System Prompt (General)2025.09 | 1.15 | |
| Mistral-7B-Instruct-v0.3Sampling Strategy=In-Context Regeneration (General)2025.09 | 1.15 | |
| Llama-3.1-8B-InstructSampling Strategy=Temperature (t=0.0)2025.09 | 1.09 | |
| claude-3.5-sonnetSampling Strategy=In-Context Regeneration (Task-Dependent)2025.09 | 1.08 | |
| claude-3.5-sonnetSampling Strategy=System Prompt (Task-Dependent)2025.09 | 1.08 | |
| gpt-4oSampling Strategy=In-Context Regeneration (Task-Dependent)2025.09 | 1.06 | |
| claude-3.5-sonnetSampling Strategy=Temperature (t=0.0)2025.09 | 1.06 | |
| gemini-1.5-flashSampling Strategy=In-Context Regeneration (Task-Dependent)2025.09 | 1.06 | |
| gemini-1.5-flashSampling Strategy=System Prompt (Task-Dependent)2025.09 | 1.06 | |
| gpt-4oSampling Strategy=System Prompt (Task-Dependent)2025.09 | 1 |