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Benchmarks
Object presence hallucination evaluation on POPE GQA 2019 (Adversarial)
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73.07
Accuracy
AVISC
67.7972
69.1661
70.535
71.9039
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
73.07
67.8
87.87
76.54
VCD
Model=InstructBLIP
2024.05
70.27
65.43
85.93
74.29
AVISC
Model=LLaVA-1.5
2024.05
69.2
62.61
95.33
75.58
M3ID
Model=InstructBLIP
2024.05
68.9
64.06
86.13
73.47
base
Model=LLaVA-1.5
2024.05
68.73
62.54
93.4
74.92
VCD
Model=LLaVA-1.5
2024.05
68.27
62
94.4
74.84
M3ID
Model=LLaVA-1.5
2024.05
68.13
61.88
94.47
74.78
base
Model=InstructBLIP
2024.05
68
63.49
84.73
72.59
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