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ResearchFormerly WizWand

Image+Text-to-Text Hallucination Evaluation on MMHal-Bench

79BERT ScoreTIGER
66.72869.91473.176.286May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TIGERBackbone=LLaVA-1.5-7B2026.0579
BoN+VisPRMBackbone=LLaVA-1.5-7B2026.0578.1
DeGFBackbone=LLaVA-1.5-7B2026.0578
BoN+CLIPBackbone=LLaVA-1.5-7B2026.0577.9
BoN+CycRewBackbone=LLaVA-1.5-7B2026.0577.7
VCDBackbone=LLaVA-1.5-7B2026.0577
VolcanoBackbone=LLaVA-1.5-7B2026.0576.7
FrozenBackbone=LLaVA-1.5-7B2026.0575.7
TIGERBackbone=Qwen2.5-Omni-7B2026.0575.6
VolcanoBackbone=Qwen2.5-Omni-7B2026.0574.2
VCDBackbone=Qwen2.5-Omni-7B2026.0572
BoN+CycRewBackbone=Qwen2.5-Omni-7B2026.0571.9
BoN+CLIPBackbone=Qwen2.5-Omni-7B2026.0571.7
BoN+VisPRMBackbone=Qwen2.5-Omni-7B2026.0571.4
WoodpeckerBackbone=Qwen2.5-Omni-7B2026.0570.6
DeGFBackbone=Qwen2.5-Omni-7B2026.0570.6
FrozenBackbone=Qwen2.5-Omni-7B2026.0570.3
WoodpeckerBackbone=LLaVA-1.5-7B2026.0567.2