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Generative Hallucination on Object HalBench

61CHAIR_S Score

LCD

Updated 2d ago

Evaluation Results

Method	Links
LCD 2025.03		61	16.1
POVID 2025.03		48.1	24.4
ICD 2025.03		47.4	13.9
OPERA 2025.03		45.1	22.3
EOS 2025.03		40.3	17.8
HA-DPO 2025.03		39.9	19.9
OPERA 2026.05		28.3	12.1
LLaVA-1.5-7B 2026.05		27	10.5
EVAS 2026.05		27	11.3
M3ID 2026.05		26.3	9.2
TAME 2026.05		26.3	10.6
LLaVA-v1.5-7B 2025.05		26.1	49.7
Base (Comparable) 2025.03		25	9.2
AVISC 2026.05		24.1	7.8
VCD 2025.03		23.6	8.4
M3ID 2025.03		23.2	7.3
DPO 2025.05		23.2	42.3
VCD 2026.05		23	8.3
ICD 2026.05		22.3	7.4
AVISC 2025.03		22.1	7.8
LLaVA-v1.5-13B 2025.05		21.2	44.3
Octopus 2025.03		20.8	6.6
FuzzyCD 2026.05		20.3	7.3
HA-DPO 2025.05		19.9	39.9
YARD 2026.05		19.7	6.5
DPO 2025.05		19.4	38.3
LCD 2025.03		17.4	10.7
OPERA 2025.03		16.6	6.8
mDPO 2025.05		16.6	33.3
mDPO 2025.05		16	30.7
ICD 2025.03		15.2	8
LPOI 2025.05		14.6	24.3
GPT-4V (Base) 2025.03		13.6	7.3
LPOI 2025.05		11.7	24.3
mDPO 2025.05		5.4	7.3
Idefics2-8B 2025.05		4.2	6.3
DPO 2025.05		4.2	6
LPOI 2025.05		3.6	5.3
M3ID 2025.03		0.9	7.6
VCD 2025.03		0.8	8.9
Base (Comparable) 2025.03		0.7	9.1
AVISC 2025.03		0.7	8.3
Octopus 2025.03		0.5	6.8