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ResearchFormerly WizWand

Object Hallucination Evaluation on GQA Popular split

86.07AccuracyMESA

Evaluation results

Method	Links
MESA2026.04		86.07	84.89
VAF2026.04		85.43	81.35
ICT2026.04		85.31	84.15
CAI2026.06		84.97	84.95
VCD2026.06		84.33	84.82
VTI2026.04		83.67	81.31
CAI2026.06		83.43	84.39
MESA2026.04		82.93	83.91
ICT2026.04		82.86	83.7
ONLY2026.06		82.8	82.72
PAI2026.06		82.67	81.89
VCD2026.04		81.83	82.23
VTI2026.04		81.73	82.39
CAI2026.06		81.2	82.05
VAF2026.04		81.16	82
ICD2026.04		80.8	77.89
Regular2026.06		80.77	80.15
VCD2026.04		80.73	82.24
ICD2026.04		78.56	78.79
Nullu2026.04		77.63	80.13
VCD2026.06		77.57	79.4
ONLY2026.06		75.93	79.62
ONLY2026.06		74.8	78.41
Vanilla2026.04		74.76	66.66
Nullu2026.04		74.71	66.54
VCD2026.06		74.37	78.97
PAI2026.06		73.77	77.34
Vanilla2026.04		73.3	77.93
PAI2026.06		72.73	77.6
Regular2026.06		72.27	75.97
Regular2026.06		71.93	76.88