Object Hallucination Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
89.62AUROC
46
May 13, 2026
77.44AUROC
40
May 13, 2026
83.94AUROC
35
May 13, 2026
77.72AUROC
35
May 13, 2026
86.59F1 Score
27
Jun 29, 2026
99.6Accuracy
25
Apr 21, 2026
63Res Score
22
May 29, 2026
98.33Accuracy
20
Apr 23, 2026
89.1AP
17
May 22, 2026
92.6AP
17
May 22, 2026
88.8AP
17
May 22, 2026
91.1AP
17
May 22, 2026
86.83Accuracy
12
May 29, 2026
0.807Accuracy
12
Feb 26, 2026
85.2Accuracy
12
Feb 26, 2026
90.1Accuracy
12
Feb 26, 2026
89.1Accuracy
11
May 20, 2026
59.4CHAIRs
10
May 25, 2026
98.4Accuracy
9
Feb 26, 2026
87.33AUC
8
Mar 10, 2026
86.89AUC
8
Mar 10, 2026
85.59AUC
8
Mar 10, 2026
89.73AUC
8
Mar 10, 2026
0.861AUC
8
Mar 10, 2026
89.1F1 Score
6
May 28, 2026