Object Hallucination
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.33Accuracy
406
Jun 29, 2026
90Accuracy
367
Jun 11, 2026
93.02F1 Score
338
Jun 11, 2026
91.9F1 Score
79
Jul 7, 2026
60.6Consistency Score (CS)
50
Feb 26, 2026
89.26Accuracy
45
Apr 28, 2026
12.3CHAIR (scene)
35
Mar 5, 2026
90.7Accuracy (Random)
32
Mar 9, 2026
90.13Accuracy (Random)
29
Mar 9, 2026
91.5F1 Score (Random)
25
Jun 4, 2026
62.9Consistency Score
24
Feb 26, 2026
0.328CS
24
Feb 26, 2026
88.03Accuracy
24
Feb 26, 2026
90.07Accuracy
24
Feb 26, 2026
195E Score
22
Feb 26, 2026
85.7ACC
22
Feb 26, 2026
79.52Accuracy
21
Feb 26, 2026
87.9POPE Score
12
Feb 26, 2026
86.3POPE Score
3
Feb 26, 2026
3.2CHi
3
Feb 26, 2026