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Object Hallucination Evaluation on POPE Objects365
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91.47
F1 Score
MHSA
80.2588
83.1694
86.08
88.9906
May 14, 2026
F1 Score
Accuracy
Precision
Recall
Yes Rate (%)
Updated 19d ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
Precision
Recall
Yes Rate (%)
MHSA
LVLM Architecture=LLaV...
2026.05
91.47
-
-
-
-
MHSA
Model=LLaVA-v1.5-7B
2026.05
91.47
90.37
85.66
98.12
57
MHSA
LVLM Architecture=LLaV...
2026.05
89.5
-
-
-
-
Baseline
LVLM Architecture=LLaV...
2026.05
80.69
-
-
-
-
Baseline
Model=LLaVA-v1.5-7B
2026.05
80.69
82.57
90.56
72.77
40.2
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