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ResearchFormerly WizWand

Fuzzing on XML fuzzing target

215Generations Count (100 valid samples)CARS
159.56533.789081,282.22Oct 2, 2025
Updated 5mo ago

Evaluation results

MethodLinks
CARSModel=Llama-8B, Prompt Condition=With Grammar in Prompt2025.10215
RSFTModel=Llama-8B, Prompt Condition=With Grammar in Prompt2025.10275
CARSModel=Qwen-14B, Prompt Condition=Without Grammar in Prompt2025.10398
CARSModel=Qwen-14B, Prompt Condition=With Grammar in Prompt2025.10398
ARSModel=Llama-8B, Prompt Condition=With Grammar in Prompt2025.10413
CARSModel=Llama-8B, Prompt Condition=Without Grammar in Prompt2025.10440
CARSModel=Qwen-7B, Prompt Condition=Without Grammar in Prompt2025.10442
CARSModel=Qwen-7B, Prompt Condition=With Grammar in Prompt2025.10548
ARSModel=Qwen-14B, Prompt Condition=With Grammar in Prompt2025.10601
ARSModel=Qwen-7B, Prompt Condition=With Grammar in Prompt2025.10612
RSFTModel=Qwen-14B, Prompt Condition=With Grammar in Prompt2025.10704
RSFTModel=Qwen-7B, Prompt Condition=With Grammar in Prompt2025.10731
RSFTModel=Llama-8B, Prompt Condition=Without Grammar in Prompt2025.10893
RSFTModel=Qwen-14B, Prompt Condition=Without Grammar in Prompt2025.101,453
RSFTModel=Qwen-7B, Prompt Condition=Without Grammar in Prompt2025.101,601