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Object Hallucination on POPE (Random)

93.02F1 Score

vanilla

86.759288.384690.0191.6354Jun 26, 2023Dec 17, 2023Jun 8, 2024Nov 29, 2024May 22, 2025Nov 12, 2025May 6, 2026
Updated 2d ago

Evaluation Results

MethodLinks
2024.02
93.0293---
2024.02
9393.33---
2024.02
91.4591.13---
2026.02
91.4391.9-86.4-
2024.02
90.8491---
2024.02
90.7191.33---
2025.11
90.5791.08---
2023.12
90.5490.994.387.0746.17
2026.05
90.4290.68---
2025.11
90.3190.85---
2024.02
90.2890.67---
2026.02
90.0490.7-84.07-
2025.11
89.8790.57---
2023.12
89.7690.2497.728343.78
2023.12
89.7690.2497.728343.78
2026.05
89.7190.27---
2024.02
89.789.67---
2023.10
89.6----
2026.05
89.5788.76---
2024.02
89.5390.33---
2025.01
89.590.45---
2025.01
89.4490.28---
2026.05
89.4389.87---
2026.01
89.4289.27---
2025.11
89.4189.28---
2024.04
89.388.684.195.156.6
2023.11
89.388.7--55.2
2025.01
89.390.1---
2023.12
89.2788.5784.0995.1356.57
2023.06
89.2788.5784.0995.1356.57
2023.11
89.2788.5784.0995.13-
2023.12
89.2788.5784.0995.1356.57
2024.03
89.2788.5784.0995.1356.57
2023.09
89.2788.5784.0995.1356.57
2025.11
89.2189.91---
2024.12
89.289.4591.4187.1-
2025.11
89.189.88---
2026.02
89.0989.97-81.93-
2025.11
89.0788.58---
2024.12
89.0388.9888.6589.43-
2025.11
89.0189.79---
2026.02
88.9989.83-82.13-
2023.12
88.9789.4793.484.9345.47
2026.02
88.9789.93-81.2-
2026.02
88.9489.9-81.2-
2026.02
88.9489.9-81.2-
2026.05
88.8989.5---
2026.02
88.8689.77-81.6-
2025.01
88.8389.52---
2026.05
88.8189.2---
2023.12
88.7188.7388.8988.5349.8
2023.12
88.788.5998.6280.644.43
2026.02
88.6889.37-83.33-
2026.05
88.6889.23---
2026.02
88.6189.6-80.93-
2024.04
88.587.983.693.956.2
2025.11
88.4589.31---
2026.02
88.3589.4-80.4-
2023.11
88.3388.9797.1281-
2025.12
88.389.1---
2024.02
88.2888.67---
2026.02
88.2689.33-80.2-
2026.04
88.289.3192.4184.1-
2026.01
88.1886.96---
2026.02
88.1489.27-79.73-
2026.02
88.1489.27-79.73-
2026.01
88.1387.96---
2023.06
8886---
2026.04
8887.9---
2026.04
8887.284.192.2-
2025.11
87.9887.27---
2026.01
87.9787.82---
2025.11
87.9487.12---
2026.02
87.9289.1-79.87-
2026.01
87.8987.76---
2023.12
87.8588.2894.3482.244.91
2026.01
87.8386.62---
2025.11
87.886.99---
2025.11
87.887.02---
2025.01
87.7888.69---
2026.03
87.64----
2023.10
87.5----
2026.03
87.48----
2026.04
87.4388.2391.3181.86-
2026.02
87.4286.96---
2026.01
87.3686.28---
2026.03
87.32----
2023.12
87.3188.1797.6878.9341.64
2026.05
87.3188.17---
2023.10
87.3----
2026.04
87.388.6---
2025.11
87.2486.1---
2025.11
87.286.2---
2026.02
87.1686.08---
2026.03
87.16----
2026.05
87.1687.73---
2026.05
87.1688.4---
2023.10
87.1----
2023.12
87.0188.2797.4478.640.33
2023.06
8786---
Showing 100 of 324 rows