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Object Hallucination on POPE Popular

91.4F1 Score

LogicCheckGPT

82.14484.54786.9589.353Jun 27, 2023Dec 5, 2023May 14, 2024Oct 22, 2024Apr 1, 2025Sep 9, 2025Feb 17, 2026
Updated 2d ago

Evaluation Results

MethodLinks
2024.02
91.491.67---
2026.02
89.9190.3-86.4-
2026.02
88.9689.57-84.07-
2024.02
88.6489.67---
2024.02
88.5988.67---
2026.02
88.0388.9-81.6-
2023.12
88.0288.1789.1386.9348.77
2024.02
87.8787.67---
2026.02
87.7988.6-81.93-
2026.02
87.7588.67-81.2-
2026.02
87.7588.67-81.2-
2026.02
87.7588.67-81.2-
2026.02
87.5388.3-82.13-
2023.12
87.587.8389.9485.247.37
2023.12
87.3687.9497.2379.3145.03
2026.02
87.3488.27-80.93-
2026.02
87.3388.37-80.2-
2024.02
87.1687.33---
2026.02
87.1488.23-79.73-
2026.02
87.1488.23-79.73-
2024.02
87.0587---
2026.02
86.8988.03-79.33-
2026.01
86.7888.17---
2026.02
86.6387.13-83.33-
2026.02
86.6187.57-80.4-
2023.10
86.4----
2024.02
86.3786.33---
2024.04
86.38679.793.958.9
2023.12
86.2987.4695.1778.9341.46
2026.02
86.2884.56---
2023.12
86.2387.4795.6978.4741
2023.12
86.2285.8383.9188.6752.83
2024.03
86.287.3--42.4
2023.10
86.2----
2026.02
86.1287.72---
2024.03
86.187.2--41.9
2023.10
86.1----
2023.11
85.9486.7791.6980.87-
2024.03
85.9287.295.4478.1340.93
2024.02
85.8984.67---
2025.12
85.785.9---
2024.12
85.6385.3784.2587.1-
2023.12
85.686.289.4682.0645.86
2026.01
85.5684.7---
2026.02
85.5283.16---
2023.10
85.5----
2024.12
85.3284.5881.6189.43-
2026.02
85.2883.82---
2026.01
85.2483.83---
2026.01
85.0183.42---
2026.02
84.9286.89---
2026.01
84.8586.77---
2026.02
84.7885.9-78.53-
2026.02
84.7685.9-78.4-
2026.02
84.7685.9-78.4-
2026.01
84.7383.53---
2024.04
84.782.876.395.162.4
2023.12
84.6682.7776.2795.1362.37
2023.06
84.6682.7776.2795.1362.37
2023.11
84.6682.7776.2795.13-
2023.12
84.6682.7776.2795.1362.37
2024.03
84.6682.7776.2795.1362.37
2023.09
84.6682.7776.2795.1362.37
2026.02
84.6282.74---
2024.02
84.4584.66---
2024.03
84.385.5--42.1
2026.02
84.385.5---
2026.02
84.2886.12---
2023.12
84.2184.988.2480.5345.63
2023.12
84.2184.988.2480.5345.63
2026.02
84.1882.62---
2026.02
84.1285.56---
2026.02
84.0385.07-78.6-
2023.11
8485.3--42.1
2026.02
83.9985.23-77.47-
2026.01
83.9485.21---
2026.02
83.884.8---
2023.11
83.581.4--62.6
2026.02
83.4681.82---
2026.02
83.4681.62---
2026.02
83.3984.27-79-
2026.01
83.2285.1---
2024.04
83.28487.679.245.2
2023.12
83.1683.9787.5579.245.23
2023.06
83.1683.9787.5579.245.23
2023.11
83.1683.9787.5579.2-
2023.12
83.1683.9787.5579.245.23
2023.12
83.1683.9787.5579.245.23
2024.03
83.1683.9787.5579.245.23
2023.09
83.1683.9787.5579.245.23
2026.01
83.0281.57---
2026.02
83.0281.57---
2026.02
82.7684.83---
2026.02
82.7480.78---
2026.02
82.7484.62---
2025.12
82.782.7---
2024.03
82.5582.9384.4580.73-
2026.02
82.584---
2026.01
82.584.5---
2026.02
82.584.5---
Showing 100 of 188 rows