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ResearchFormerly WizWand

Helpfulness Evaluation on InstructionFollow

63.2AccuracyNone
15.15227.62640.152.574May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
NoneTarget LLM=GPT-3.5-turbo2026.0563.2
Perplexity FilterTarget LLM=GPT-3.5-turbo2026.0562.5
NoneTarget LLM=Qwen2.52026.0561.6
DR-Smoothing-PolicyTarget LLM=GPT-3.5-turbo2026.0561.2
Perplexity FilterTarget LLM=Qwen2.52026.0561
SemanticSmooth-PolicyTarget LLM=GPT-3.5-turbo2026.0558.7
DR-Smoothing-PolicyTarget LLM=Qwen2.52026.0558
DR-Smoothing-UniformTarget LLM=GPT-3.5-turbo2026.0556.4
SemanticSmooth-PolicyTarget LLM=Qwen2.52026.0556.2
DR-Smoothing-UniformTarget LLM=Qwen2.52026.0552.4
SemanticSmooth-UniformTarget LLM=GPT-3.5-turbo2026.0552.2
Erase-and-CheckTarget LLM=GPT-3.5-turbo2026.0547.2
SmoothLLMTarget LLM=GPT-3.5-turbo2026.0544
SemanticSmooth-UniformTarget LLM=Qwen2.52026.0542.5
NoneTarget LLM=Vicuna2026.0538.1
Perplexity FilterTarget LLM=Vicuna2026.0537.7
DR-Smoothing-PolicyTarget LLM=Vicuna2026.0536.7
NoneTarget LLM=Llama-22026.0536.6
Perplexity FilterTarget LLM=Llama-22026.0536.2
SemanticSmooth-PolicyTarget LLM=Vicuna2026.0535.4
Erase-and-CheckTarget LLM=Qwen2.52026.0534.4
DR-Smoothing-PolicyTarget LLM=Llama-22026.0533.6
SmoothLLMTarget LLM=Qwen2.52026.0531.3
SemanticSmooth-PolicyTarget LLM=Llama-22026.0530.9
DR-Smoothing-UniformTarget LLM=Vicuna2026.0530.5
DR-Smoothing-UniformTarget LLM=Llama-22026.0528.7
SemanticSmooth-UniformTarget LLM=Vicuna2026.0525.2
SemanticSmooth-UniformTarget LLM=Llama-22026.0521.3
SmoothLLMTarget LLM=Vicuna2026.0519.8
Erase-and-CheckTarget LLM=Vicuna2026.0519.3
Erase-and-CheckTarget LLM=Llama-22026.0517.2
SmoothLLMTarget LLM=Llama-22026.0517