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Fingerprint Matching on Quantization Fingerprint Queries

88Performance (4-bit)SIF
28.7244.1159.574.89Apr 18, 2026

Evaluation results

MethodLinks
SIFBackbone Model=Qwen2.5-VL-7B2026.048898
ProflingoBackbone Model=Qwen2.5-VL-7B2026.047895
PLABackbone Model=Qwen2.5-VL-7B2026.047694
DIMBackbone Model=Qwen2.5-VL-7B2026.046783
CroPABackbone Model=Qwen2.5-VL-7B2026.046679
OrdinaryBackbone Model=Qwen2.5-VL-7B2026.046481
RNABackbone Model=Qwen2.5-VL-7B2026.046369
IFBackbone Model=Qwen2.5-VL-7B2026.045061
SIFBackbone Model=LLaVA-1.5-7B2026.044989
ProflingoBackbone Model=LLaVA-1.5-7B2026.044376
PLABackbone Model=LLaVA-1.5-7B2026.044079
RNABackbone Model=LLaVA-1.5-7B2026.043769
DIMBackbone Model=LLaVA-1.5-7B2026.043667
CroPABackbone Model=LLaVA-1.5-7B2026.043361
IFBackbone Model=LLaVA-1.5-7B2026.043267
OrdinaryBackbone Model=LLaVA-1.5-7B2026.043164