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Object Hallucination Assessment on A-OKVQA POPE (Adversarial)

0.8126Accuracy

CoFi-Dec

0.6666880.7045690.742450.780331Dec 29, 2025
Updated 3d ago

Evaluation Results

MethodLinks
2025.12
0.81260.80970.8104
2025.12
0.80750.80370.8046
2025.12
0.8020.79080.8058
2025.12
0.7950.77540.8021
2025.12
0.79130.76040.803
2025.12
0.7690.75590.7748
2025.12
0.73440.66970.7716
2025.12
0.71870.65650.7596
2025.12
0.7130.6810.7826
2025.12
0.710.65410.7545
2025.12
0.7070.6670.7686
2025.12
0.70270.64150.7555
2025.12
0.7010.64280.7516
2025.12
0.69870.64540.7454
2025.12
0.6860.62220.7511
2025.12
0.68570.62260.7499
2025.12
0.6740.61390.7421
2025.12
0.67230.61560.737