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Object Hallucination on POPE Popular

93.33Accuracy

ORCA

85.63487.63289.6391.628Nov 20, 2023Apr 26, 2024Oct 1, 2024Mar 8, 2025Aug 13, 2025Jan 18, 2026Jun 25, 2026
Updated 26d ago

Evaluation Results

MethodLinks
2025.09
93.33--93.01--
2025.09
92.67--92.31--
2025.09
92--91.84--
2024.02
91.67--91.4--
2026.02
90.3-86.489.91--
2024.02
89.67--88.64--
2026.02
89.57-84.0788.96--
2026.05
89.53--89.24--
2026.02
88.9-81.688.03--
2024.02
88.67--88.59--
2026.02
88.67-81.287.75--
2026.02
88.67-81.287.75--
2026.02
88.67-81.287.75--
2026.02
88.6-81.9387.79--
2026.02
88.37-80.287.33--
2026.05
88.32--87.95--
2026.02
88.3-82.1387.53--
2026.03
88.3----1.8
2026.03
88.3----1.81
2026.03
88.3----1.78
2026.02
88.27-80.9387.34--
2026.02
88.23-79.7387.14--
2026.02
88.23-79.7387.14--
2023.12
88.1789.1386.9388.0248.77-
2026.01
88.17--86.78--
2026.05
88.191.5-87.59--
2025.11
88.06--87.81--
2026.02
88.03-79.3386.89--
2025.09
88--86.67--
2023.12
87.9497.2379.3187.3645.03-
2025.11
87.93--87.65--
2025.11
87.9--87.41--
2025.11
87.88--87.24--
2025.11
87.88--87.22--
2023.12
87.8389.9485.287.547.37-
2026.03
87.8----1.67
2026.05
87.73--86.84--
2026.02
87.72--86.12--
2026.05
87.7289.36-87.31--
2025.02
87.7-----
2024.02
87.67--87.87--
2025.09
87.67--86.35--
2025.09
87.67--86.64--
2026.02
87.57-80.486.61--
2025.02
87.5-----
2026.05
87.589.04-87.24--
2023.12
87.4795.6978.4786.2341-
2023.12
87.4695.1778.9386.2941.46-
2026.05
87.36--86.69--
2024.02
87.33--87.16--
2026.05
87.33--87.16--
2024.03
87.3--86.242.4-
2026.04
87.3--86.6--
2024.03
87.295.4478.1385.9240.93-
2024.03
87.2--86.141.9-
2026.05
87.16--87.68--
2026.02
87.13-83.3386.63--
2026.05
87.0387.96-86.91--
2026.05
87.01--87.7--
2024.02
87--87.05--
2026.03
87----2.1
2026.03
87----2.08
2026.03
87----2.15
2025.01
86.92--86.55--
2026.02
86.89--84.92--
2026.05
86.8--85.69--
2026.06
86.8-----
2023.11
86.7791.6980.8785.94--
2026.01
86.77--84.85--
2026.03
86.7----1.95
2026.04
86.7--86--
2026.06
86.7-----
2025.01
86.67--86.34--
2026.05
86.65--86.99--
2026.05
86.64--86.62--
2026.06
86.63-----
2025.11
86.62--86.24--
2025.11
86.58--85.95--
2026.03
86.5--85.3--
2026.05
86.43--84.91--
2026.05
86.484.13-86.84--
2024.02
86.33--86.37--
2025.09
86.33--84.98--
2025.01
86.33--86--
2026.05
86.2383.28-86.8--
2023.12
86.289.4682.0685.645.86-
2026.04
86.17--84.89--
2026.04
86.13--84.58--
2026.05
86.13--84.49--
2026.02
86.12--84.28--
2025.02
86.1-----
2025.02
86.1-----
2026.05
86.0183.02-83.81--
2024.04
8679.793.986.358.9-
2025.09
86--86--
2025.01
86--85.7--
2026.03
85.97----0.43
2025.11
85.95--84.7--
2026.05
85.9482.2-86.06--
2026.05
85.93--84.35--
Showing 100 of 432 rows