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Object Presence Hallucination Evaluation on POPE MS-COCO 2014 (Random)
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88.73
Accuracy
AVISC
82.0116
83.7558
85.5
87.2442
May 28, 2024
Accuracy
Precision
Recall
F1 Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
AVISC
Model=InstructBLIP
2024.05
88.73
93.88
82.87
88.03
AVISC
Model=LLaVA-1.5
2024.05
87.93
88.24
87.53
87.88
M3ID
Model=LLaVA-1.5
2024.05
86
85.11
87.27
86.18
VCD
Model=LLaVA-1.5
2024.05
84.8
83
87.53
85.2
base
Model=LLaVA-1.5
2024.05
84.47
83.35
86.13
84.72
M3ID
Model=InstructBLIP
2024.05
84.37
84.62
84
84.31
VCD
Model=InstructBLIP
2024.05
83.37
83.39
82.6
83.24
base
Model=InstructBLIP
2024.05
82.27
82.84
81.4
82.11
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