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Benchmarks
Object Hallucination Probing on MS COCO Popular split
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87.87
Accuracy
Scalpel
81.6404
83.2577
84.875
86.4923
Feb 10, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Scalpel
Base Model=LLaVA-1.5-7B
2026.02
87.87
88.36
ICT
Base Model=LLaVA-1.5-7B
2026.02
86.76
86.4
OPERA
Base Model=LLaVA-1.5-7B
2026.02
86.64
86.62
VCD
Base Model=LLaVA-1.5-7B
2026.02
85.38
85.06
Vanilla
Base Model=LLaVA-1.5-7B
2026.02
81.88
80.06
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