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Object Hallucination Evaluation on POPE

94.42Accuracy

MIRROR

88.086489.730791.37593.0193Dec 5, 2023Apr 26, 2024Sep 17, 2024Feb 7, 2025Jul 1, 2025Nov 21, 2025Apr 14, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2026.02
94.42------------------------------------------------------
2026.02
91.4------------------------------------------------------
2026.02
91.1------------------------------------------------------
2025.12
90.8------------------------------------------------------
2026.02
90.7------------------------------------------------------
2026.02
90.5------------------------------------------------------
2026.04
90.5------------------------------------------------------
2026.04
90.5------------------------------------------------------
2026.02
90.4------------------------------------------------------
2026.03
90.4------------------------------------------------------
2026.01
90.2------------------------------------------------------
2026.04
90.2------------------------------------------------------
2026.03
90.13------------------------------------------------------
2026.04
90.1------------------------------------------------------
2026.03
89.93------------------------------------------------------
2026.01
89.9------------------------------------------------------
2026.04
89.9------------------------------------------------------
2024.08
89.7------------------------------------------------------
2026.01
89.7------------------------------------------------------
89.7------------------------------------------------------
2024.08
89.6------------------------------------------------------
2024.06
89.6------------------------------------------------------
2025.12
89.6------------------------------------------------------
2026.02
89.6------------------------------------------------------
2026.04
89.6------------------------------------------------------
2026.03
89.5------------------------------------------------------
2026.04
89.5------------------------------------------------------
2026.03
89.32------------------------------------------------------
2026.04
89.31------------------------------------------------------
2024.04
89.3------------------------------------------------------
2025.12
89.3------------------------------------------------------
2026.02
89.3------------------------------------------------------
2026.03
89.22------------------------------------------------------
2026.04
89.2------------------------------------------------------
2026.04
89.2------------------------------------------------------
2026.04
89.2------------------------------------------------------
2026.02
89.12------------------------------------------------------
2026.02
89.12------------------------------------------------------
2024.03
89.1------------------------------------------------------
2024.06
89.1------------------------------------------------------
2024.06
89.1------------------------------------------------------
2026.01
89.1------------------------------------------------------
2026.01
89.1------------------------------------------------------
2026.04
89.1------------------------------------------------------
2025.11
89.05------------------------------------------------------
2025.11
89.01------------------------------------------------------
2025.01
89------------------------------------------------------
2026.03
89------------------------------------------------------
2026.04
89------------------------------------------------------
2026.04
89------------------------------------------------------
2026.04
89------------------------------------------------------
2026.02
88.94------------------------------------------------------
2026.02
88.93------------------------------------------------------
2026.02
88.91------------------------------------------------------
2023.12
88.9------------------------------------------------------
2026.01
88.9------------------------------------------------------
2025.12
88.9------------------------------------------------------
2026.04
88.9------------------------------------------------------
2023.12
88.8------------------------------------------------------
2024.05
88.8------------------------------------------------------
2024.05
88.8------------------------------------------------------
2024.06
88.8------------------------------------------------------
2025.12
88.8------------------------------------------------------
2026.03
88.8------------------------------------------------------
2026.04
88.8------------------------------------------------------
2026.03
88.71------------------------------------------------------
2024.05
88.7------------------------------------------------------
2024.05
88.7------------------------------------------------------
2024.05
88.7------------------------------------------------------
2026.01
88.7------------------------------------------------------
2023.12
88.6------------------------------------------------------
2024.09
88.6------------------------------------------------------
2024.09
88.6------------------------------------------------------
2024.09
88.6------------------------------------------------------
2024.09
88.6------------------------------------------------------
2024.05
88.6------------------------------------------------------
2024.05
88.6------------------------------------------------------
2024.06
88.6------------------------------------------------------
2024.06
88.6------------------------------------------------------
2024.04
88.6------------------------------------------------------
2026.03
88.6------------------------------------------------------
2026.03
88.6------------------------------------------------------
2026.03
88.6------------------------------------------------------
2026.04
88.6------------------------------------------------------
2026.04
88.6------------------------------------------------------
2024.12
88.5------------------------------------------------------
2026.01
88.5------------------------------------------------------
2025.12
88.5------------------------------------------------------
2025.12
88.5------------------------------------------------------
2025.12
88.5------------------------------------------------------
2026.02
88.5------------------------------------------------------
2026.03
88.48------------------------------------------------------
2026.04
88.47------------------------------------------------------
2026.03
88.43------------------------------------------------------
2025.12
88.4------------------------------------------------------
2026.03
88.4------------------------------------------------------
2026.03
88.4------------------------------------------------------
2026.03
88.4------------------------------------------------------
2026.04
88.4------------------------------------------------------
2026.03
88.33------------------------------------------------------
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