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Object Hallucination Evaluation on POPE MSCOCO

93.97F1 Score

MHSA

76.778881.241985.70590.1681Jan 8, 2026Jan 29, 2026Feb 19, 2026Mar 12, 2026Apr 2, 2026Apr 23, 2026May 14, 2026
Updated 19d ago

Evaluation Results

MethodLinks
2026.05
93.97----
2026.05
92.27----
2026.05
92.2792.190.793.8952
2026.01
92.1992.58---
2026.01
91.3791.92---
2026.01
91.0891.43---
2026.01
90.5391.14---
2026.01
90.2890.87---
2026.02
89.9589.93---
2026.01
89.9490.62---
2026.02
89.7789.7---
2026.02
89.7189.6---
2026.02
89.6989.53---
2026.02
89.5689.5---
2026.02
89.2988.83---
2026.01
89.2789.61---
2026.01
88.4188.74---
2026.01
87.9688.34---
2026.01
87.6987.95---
2026.01
87.6288.76---
2026.02
87.687.37---
2026.01
87.1386.46---
2026.02
86.9186.43---
2026.01
86.8487.18---
2026.02
86.8486.3---
2026.02
86.8486.2---
2026.02
86.8286.23---
2026.02
86.7886.23---
2026.02
85.984.73---
2026.01
85.1484.67---
2026.02
84.883.97---
2026.05
84.53----
2026.05
84.5385.5791.4978.5543.1
2026.01
84.1883.82---
2026.01
83.1885.04---
2026.02
82.5985.1---
2026.02
81.9284.37---
2026.02
81.980.13---
2026.02
81.8880.03---
2026.02
81.8384.57---
2026.02
81.7884.5---
2026.02
81.7679.77---
2026.02
81.6979.73---
2026.02
81.6579.53---
2026.02
81.6479.17---
2026.02
81.5884.37---
2026.02
81.583.97---
2026.02
81.2583.9---
2026.02
81.2483.9---
2026.02
81.1478.37---
2026.02
81.1377.77---
2026.02
81.0383.73---
2026.02
81.0277.67---
2026.02
80.8683.47---
2026.02
80.8483.47---
2026.02
80.7283.4---
2026.02
80.578.33---
2026.02
78.0281.57---
2026.02
77.780.97---
2026.02
77.4480.63---