Object Hallucination Evaluation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94.42Accuracy
2,056
Jun 30, 2026
92Accuracy
259
Jun 30, 2026
87.83Accuracy
205
Jun 30, 2026
89.8Accuracy
174
Jul 3, 2026
57CHAIRi Score
174
Jun 30, 2026
90.76Accuracy
158
Jun 1, 2026
94Accuracy
152
Jun 26, 2026
87.6Accuracy (POPE)
137
Jul 9, 2026
90.6Accuracy
123
Jun 15, 2026
92.36Accuracy
121
Jun 1, 2026
93.97F1 Score
114
Jun 30, 2026
92Accuracy
100
Jul 3, 2026
90.3Accuracy
91
Jun 30, 2026
91.03Accuracy
86
Jun 30, 2026
68.96F1 Score
84
Feb 26, 2026
84.43F1 Score
84
Feb 26, 2026
73.6F1 Score
84
Feb 26, 2026
91.2Accuracy
83
Jun 30, 2026
56.8CHAIRs
81
May 29, 2026
92.1Accuracy
75
Jun 30, 2026
91.63Random Accuracy
71
Jun 1, 2026
89.4Accuracy
70
Jun 1, 2026
91.6Accuracy
60
Jun 26, 2026
91.07Accuracy
60
Jun 26, 2026
100.43Average Accuracy
53
Jul 1, 2026