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Hallucination and Visual Illusion Assessment on HallusionBench

22.51AccuracyKORE
8.230811.937915.64519.3521Oct 22, 2025

Evaluation results

MethodLinks
KORErank=2352025.1022.51
KORErank=2562025.1022.23
LLaVA-v1.5Backbone Parameters=7B2025.1021.76
O-LoRA2025.1020.78
MoELoRA2025.1019.29
Replay2025.1017.9
SEFE2025.1012.48
EWC2025.1010.77
CIA2025.109.75
Full-FTLearning Strategy=Fine-Tuning2025.109.27
LwF2025.109.13
LoRA2025.108.78