Share your thoughts, 1 month free Claude Pro on usSee more

Multimodal Hallucination Evaluation on MME

720Total Score

CAI

Updated 25d ago

Evaluation Results

Method	Links
CAI 2026.06		720	-	-	-	-
CAIGLA-gated 2026.06		700	-	-	-	-
Active-Look 2026.04		698.33	195	170	148.33	185
PAI 2026.06		691.66	-	-	-	-
Qwen-3.5 2026.06		685	-	-	-	-
Baseline 2026.04		673.33	190	165	143.33	175
ILVAD 2026.05		641.66	195	153.33	133.33	160
VAR 2026.05		636.66	185	143.33	143.33	165
Greedy 2026.05		631.66	195	158.33	123.33	155
SPARC 2026.05		629.99	195	158.33	123.33	153.33
VHR 2026.05		629.99	195	158.33	123.33	153.33
Active-Look 2026.04		626.66	185	130	131.66	180
ONLY 2026.05		626.66	190	150	121.66	165
VAF 2026.05		624.99	185	151.66	133.33	155
AGLA 2026.05		621.66	190	153.33	118.33	160
VCD 2026.05		614.99	190	163.33	118.33	143.33
CODE 2026.05		609.99	195	131.66	133.33	150
Beam 2026.05		599.99	195	136.66	123.33	145
Baseline 2026.04		568.33	180	128.33	120	140
Active-Look 2026.04		516.66	168.33	121.66	116.66	110
OPERA 2026.04		497.33	168.33	110	113.66	105.33
VAF 2026.04		485	158.33	111.33	113.66	101.66
VCD 2026.04		446	150	98.33	93.33	104.33
Baseline 2026.04		431.33	158.33	91.33	90	91.66