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Hallucination Evaluation on POPE Overall

91.1Accuracy

InternVL3-8B

Updated 19d ago

Evaluation Results

Method	Links
InternVL3-8B 2025.09		91.1	-
AdaVaR-7B 2025.09		89	55.82
LLaVA-OV-7B 2025.09		88.4	-
Chain-of-Focus 2025.09		88.4	50.94
ViGoRL-7B 2025.09		88.3	50.53
AdaVaR-3B 2025.09		88.2	50.84
ViGoRL-3B 2025.09		88	45.7
DeepEyes 2025.09		87.9	53.72
VLAA-Thinker-3B 2025.09		87.8	46.7
Qwen2.5-VL-7B 2025.09		87.8	50.9
Qwen2.5-VL-3B 2025.09		87.2	45.74
GPT-4o 2025.09		86.9	53.2
Orsta-7B 2025.09		86.9	52.04
LMM-R1 2025.09		86.7	48.8
GAP (LH+PCA+DA) 2026.05		86.3	-
MM-Eureka 2025.09		86.3	52.52
Qwen2.5-VL-7B 2026.05		86.25	-
VLAA-Thinker-7B 2025.09		86.2	54.2
LH+DA (no PCA) 2026.05		86.02	-
OVR-7B 2025.09		83.2	55.76
GRIT-3B 2025.09		83	45.8