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ResearchFormerly WizWand

Model Fingerprinting on Multi Modal Positive Samples

355.05Absolute Z-scoreAWM
-14.129281.7154177.56273.4046Oct 8, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AWMBase=Llama3-8B, Offspring=Next2025.10355.05
AWMBase=Llama2-7B, Offspring=LLaVA2025.10354.98
AWMBase=Llama2-7B, Offspring=Video2025.10354.98
AWMBase=Llama2-13B, Offspring=LLaVA2025.10354.91
AWMBase=Qwen2-7B, Offspring=VL2025.10342.72
AWMBase=Qwen-7B, Offspring=Audio2025.10339.86
AWMBase=Qwen-7B, Offspring=VL2025.10336.55
AWMBase=Qwen-7B, Offspring=Audio22025.10317.97
AWMBase=Qwen2.5-3B, Offspring=VL2025.10298.46
AWMBase=Qwen2.5-7B, Offspring=VL2025.10290.08
HuRefBase=Llama3-8B, Offspring=Next2025.1044.3
HuRefBase=Llama2-13B, Offspring=LLaVA2025.1044.09
HuRefBase=Llama2-7B, Offspring=LLaVA2025.1044.06
HuRefBase=Llama2-7B, Offspring=Video2025.1044.03
HuRefBase=Qwen2-7B, Offspring=VL2025.1039.94
HuRefBase=Qwen-7B, Offspring=Audio2025.1038.79
HuRefBase=Qwen-7B, Offspring=VL2025.1037.41
HuRefBase=Qwen2.5-7B, Offspring=VL2025.1024.28
HuRefBase=Qwen2.5-3B, Offspring=VL2025.1023.95
HuRefBase=Qwen-7B, Offspring=Audio22025.1021.59
REEFBase=Qwen2-7B, Offspring=VL2025.100.84
REEFBase=Qwen-7B, Offspring=VL2025.100.77
REEFBase=Qwen2.5-3B, Offspring=VL2025.100.61
REEFBase=Qwen2.5-7B, Offspring=VL2025.100.48
REEFBase=Qwen-7B, Offspring=Audio22025.100.45
REEFBase=Llama2-7B, Offspring=LLaVA2025.100.4
REEFBase=Llama2-7B, Offspring=Video2025.100.36
REEFBase=Llama3-8B, Offspring=Next2025.100.26
REEFBase=Qwen-7B, Offspring=Audio2025.100.19
REEFBase=Llama2-13B, Offspring=LLaVA2025.100.07