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ResearchFormerly WizWand

Fingerprint Matching on MathV

0FMROrdinary
-1.9611.2724.537.73Apr 18, 2026
Updated 6mo ago

Evaluation results

MethodLinks
OrdinaryBackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.040
CroPABackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.040
OrdinaryBackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.043
DIMBackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.047
DIMBackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.048
IFBackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.049
CroPABackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.0411
IFBackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.0411
ProflingoBackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.0412
ProflingoBackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.0413
RNABackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.0414
RNABackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.0418
PLABackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.0424
PLABackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.0437
SIFBackbone Model=Qwen2.5-VL-7B, Modification Protocol=Full Fine-tuning2026.0445
SIFBackbone Model=LLaVA-1.5-7B, Modification Protocol=Full Fine-tuning2026.0449