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Hallucination Evaluation on VideoHallucer 30

46.5Object-RelationInternVL3.5-8B + TCD
37.6639.95542.2544.545Apr 14, 2026

Evaluation results

MethodLinks
InternVL3.5-8B + TCDBase Model=InternVL3.5-8B, Hallucination Mitigation Method=TCD2026.0446.569.326020.552.549.76
InternVL3.5-8B + DTRBase Model=InternVL3.5-8B, Hallucination Mitigation Method=DTR2026.0444.569.8957.52454.550.08
InternVL3.5-8B + DINO-HEALBase Model=InternVL3.5-8B, Hallucination Mitigation Method=DINO-HEAL2026.0443.568.7558.52153.549.05
InternVL3.5-8BBase Model=InternVL3.5-8B2026.044269.8958.521.55348.98
InternVL3.5-8B + VCDBase Model=InternVL3.5-8B, Hallucination Mitigation Method=VCD2026.043854.5546.524.548.542.41