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Multimodal Hallucination Evaluation on MME

195Existence Score

Active-Look

Updated 13d ago

Evaluation Results

Method	Links
Active-Look 2026.04		195	170	148.33	185	698.33
Greedy 2026.05		195	158.33	123.33	155	631.66
Beam 2026.05		195	136.66	123.33	145	599.99
CODE 2026.05		195	131.66	133.33	150	609.99
SPARC 2026.05		195	158.33	123.33	153.33	629.99
VHR 2026.05		195	158.33	123.33	153.33	629.99
ILVAD 2026.05		195	153.33	133.33	160	641.66
Baseline 2026.04		190	165	143.33	175	673.33
VCD 2026.05		190	163.33	118.33	143.33	614.99
AGLA 2026.05		190	153.33	118.33	160	621.66
ONLY 2026.05		190	150	121.66	165	626.66
Active-Look 2026.04		185	130	131.66	180	626.66
VAF 2026.05		185	151.66	133.33	155	624.99
VAR 2026.05		185	143.33	143.33	165	636.66
Baseline 2026.04		180	128.33	120	140	568.33
OPERA 2026.04		168.33	110	113.66	105.33	497.33
Active-Look 2026.04		168.33	121.66	116.66	110	516.66
Baseline 2026.04		158.33	91.33	90	91.66	431.33
VAF 2026.04		158.33	111.33	113.66	101.66	485
VCD 2026.04		150	98.33	93.33	104.33	446