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Benchmarks
Object Presence Hallucination Evaluation on POPE GQA Popular 2019
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78
Accuracy
AVISC
71.5208
73.2029
74.885
76.5671
May 28, 2024
Accuracy
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
AVISC
Model=InstructBLIP
2024.05
78
73.68
87.13
79.84
AVISC
Model=LLaVA-1.5
2024.05
74.8
67.46
95.8
79.17
M3ID
Model=InstructBLIP
2024.05
74.57
69.45
87.83
77.53
VCD
Model=InstructBLIP
2024.05
74.1
69.45
86.07
76.87
base
Model=InstructBLIP
2024.05
73.53
68.8
86.13
76.49
M3ID
Model=LLaVA-1.5
2024.05
72.83
66.04
94
77.58
base
Model=LLaVA-1.5
2024.05
72.03
65.57
92.8
76.84
VCD
Model=LLaVA-1.5
2024.05
71.77
64.9
94.8
77.05
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