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Visual Cognition Hallucination Evaluation on MME Cognition
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357.86
Cognition Score
Greedy
308.46
321.285
334.11
346.935
Mar 13, 2025
Cognition Score
Updated 9d ago
Evaluation Results
Method
Method
Links
Cognition Score
Greedy
Backbone=LLaVA-1.5 7B
2025.03
357.86
PM
Backbone=LLaVA-1.5 7B
2025.03
355.36
PAI
Backbone=LLaVA-1.5 7B
2025.03
353.93
IBD
Backbone=LLaVA-1.5 7B
2025.03
352.14
ViCrop-G
Backbone=LLaVA-1.5 7B,...
2025.03
350.29
ICD
Backbone=LLaVA-1.5 7B
2025.03
348.21
M3ID
Backbone=LLaVA-1.5 7B
2025.03
339.36
ViCrop-R
Backbone=LLaVA-1.5 7B,...
2025.03
335
SID
Backbone=LLaVA-1.5 7B
2025.03
327.86
VCD
Backbone=LLaVA-1.5 7B
2025.03
327.5
API-L
Backbone=LLaVA-1.5 7B,...
2025.03
325
VDD
Backbone=LLaVA-1.5 7B
2025.03
322.64
API-C
Backbone=LLaVA-1.5 7B,...
2025.03
317.5
OPERA
Backbone=LLaVA-1.5 7B
2025.03
310.36
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