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Object Hallucination Evaluation on POPE

94.42Accuracy

MIRROR

87.431289.245691.0692.8744Dec 5, 2023Apr 18, 2024Aug 31, 2024Jan 13, 2025May 28, 2025Oct 10, 2025Feb 23, 2026
Updated 2d 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--------------------------------------------
2026.02
90.4--------------------------------------------
2026.01
90.2--------------------------------------------
2026.01
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--------------------------------------------
2024.04
89.3--------------------------------------------
2025.12
89.3--------------------------------------------
2026.02
89.3--------------------------------------------
2024.03
89.1--------------------------------------------
2024.06
89.1--------------------------------------------
2024.06
89.1--------------------------------------------
2026.01
89.1--------------------------------------------
2026.01
89.1--------------------------------------------
2025.11
89.05--------------------------------------------
2025.11
89.01--------------------------------------------
2026.02
88.91--------------------------------------------
2023.12
88.9--------------------------------------------
2026.01
88.9--------------------------------------------
2025.12
88.9--------------------------------------------
2023.12
88.8--------------------------------------------
2024.05
88.8--------------------------------------------
2024.05
88.8--------------------------------------------
2024.06
88.8--------------------------------------------
2025.12
88.8--------------------------------------------
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--------------------------------------------
2024.12
88.5--------------------------------------------
2026.01
88.5--------------------------------------------
2025.12
88.5--------------------------------------------
2025.12
88.5--------------------------------------------
2025.12
88.5--------------------------------------------
2026.02
88.5--------------------------------------------
2025.12
88.4--------------------------------------------
2024.05
88.3--------------------------------------------
2024.04
88.3--------------------------------------------
2025.12
88.3--------------------------------------------
2024.08
88.2--------------------------------------------
2024.09
88.2--------------------------------------------
2024.05
88.2--------------------------------------------
2024.11
88.2--------------------------------------------
2026.02
88.14--------------------------------------------
2026.02
88.13--------------------------------------------
2024.04
88.1--------------------------------------------
2024.04
88.1--------------------------------------------
2024.09
88.1--------------------------------------------
2024.09
88.1--------------------------------------------
2024.09
88.1--------------------------------------------
2024.09
88.1--------------------------------------------
88.1--------------------------------------------
88.1--------------------------------------------
2024.06
88.1--------------------------------------------
2026.01
88.1--------------------------------------------
2025.12
88.1--------------------------------------------
2026.02
88.1--------------------------------------------
2024.05
88--------------------------------------------
2024.08
88--------------------------------------------
2026.01
88--------------------------------------------
2025.12
88--------------------------------------------
2025.12
88--------------------------------------------
2026.02
88--------------------------------------------
2024.06
87.9--------------------------------------------
2026.02
87.9--------------------------------------------
2026.02
87.9--------------------------------------------
2025.12
87.9--------------------------------------------
2025.12
87.9--------------------------------------------
2024.09
87.8--------------------------------------------
2024.09
87.8--------------------------------------------
2024.06
87.8--------------------------------------------
2024.06
87.8--------------------------------------------
2024.06
87.8--------------------------------------------
2024.10
87.8--------------------------------------------
2025.12
87.8--------------------------------------------
2025.12
87.8--------------------------------------------
2023.12
87.7--------------------------------------------
2024.06
87.7--------------------------------------------
2024.09
87.7--------------------------------------------
2024.04
87.7--------------------------------------------
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