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Object Hallucination Evaluation on POPE (F1 Score)
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85.9
F1 Score
Vanilla
61.668
67.959
74.25
80.541
Jun 23, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Vanilla
Base Model=LLaVA-1.5-1...
2026.06
85.9
PDrop
Base Model=LLaVA-1.5-1...
2026.06
85
CLSE
Base Model=LLaVA-1.5-1...
2026.06
85
CLSE
Base Model=LLaVA-1.5-1...
2026.06
82.9
FastV
Base Model=LLaVA-1.5-1...
2026.06
82.3
PDrop
Base Model=LLaVA-1.5-1...
2026.06
82.3
SparseVLM
Base Model=LLaVA-1.5-1...
2026.06
82.2
FiCoCo-V
Base Model=LLaVA-1.5-1...
2026.06
81.4
SparseVLM
Base Model=LLaVA-1.5-1...
2026.06
81.1
FastV
Base Model=LLaVA-1.5-1...
2026.06
79.3
FiCoCo-V
Base Model=LLaVA-1.5-1...
2026.06
77.3
CLSE
Base Model=LLaVA-1.5-1...
2026.06
75.9
FiCoCo-V
Base Model=LLaVA-1.5-1...
2026.06
70.9
FastV
Base Model=LLaVA-1.5-1...
2026.06
69.3
SparseVLM
Base Model=LLaVA-1.5-1...
2026.06
65
PDrop
Base Model=LLaVA-1.5-1...
2026.06
62.6
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