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Object Hallucination Probing on A-OKVQA (Random split)

90.83AccuracySchroMind
83.154885.147487.1489.1326Feb 10, 2026

Evaluation results

MethodLinks
SchroMindModel=LLaVA-1.5-7B2026.0290.8390.77
ScalpelBase Model=LLaVA-1.5-7B2026.0289.8789.93
ICTBase Model=LLaVA-1.5-7B2026.0289.389.4
ICTModel=LLaVA-1.5-7B2026.0289.389.4
OPERABase Model=LLaVA-1.5-7B2026.0288.0284.59
OPERAModel=LLaVA-1.5-7B2026.0288.0284.59
VCDBase Model=LLaVA-1.5-7B2026.0286.1586.34
VCDModel=LLaVA-1.5-7B2026.0286.1586.34
AVISCModel=LLaVA-1.5-7B2026.0284.685.88
M3IDModel=LLaVA-1.5-7B2026.0283.5785.09
VanillaBase Model=LLaVA-1.5-7B2026.0283.4582.56
RegularModel=LLaVA-1.5-7B2026.0283.4582.56