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Benchmarks
Object Hallucination Evaluation on MSCOCO Popular
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89.2
Accuracy
HDD
82.44
84.195
85.95
87.705
Dec 22, 2025
Accuracy
F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1
HDD
Model=LLaVA-NeXT
2025.12
89.2
89
SID
Model=LLaVA-NeXT
2025.12
88.2
87.5
HDD
Model=LLaVA-1.5
2025.12
88
88
VCD
Model=LLaVA-NeXT
2025.12
87.7
87.6
VCD
Model=LLaVA-1.5
2025.12
87.3
87.1
SID
Model=LLaVA-1.5
2025.12
87.1
87.2
HDD
Model=InstructBLIP
2025.12
87
86.8
SID
Model=InstructBLIP
2025.12
85.1
85.4
Greedy
Model=InstructBLIP
2025.12
84.7
84.2
VCD
Model=InstructBLIP
2025.12
84.3
83.8
Greedy
Model=LLaVA-NeXT
2025.12
84.1
81.7
Greedy
Model=LLaVA-1.5
2025.12
82.7
83.3
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