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Object Hallucination Detection on POPE (average over three sampling strategies)

83.94AUROC

InsLen

44.88855.026565.16575.3035May 12, 2026
Updated 21d ago

Evaluation Results

MethodLinks
2026.05
83.9496.14
2026.05
79.4296.45
2026.05
76.595.9
2026.05
75.4293.7
2026.05
74.0994.59
2026.05
73.5292.89
2026.05
70.1387.32
2026.05
68.4392.27
2026.05
68.3889.4
2026.05
68.2488.44
2026.05
67.1690.02
2026.05
64.2688.84
2026.05
63.7486.01
2026.05
63.6285
2026.05
61.4788.23
2026.05
61.4286.97
2026.05
60.7384.69
2026.05
60.687.89
2026.05
59.5188.46
2026.05
58.288.46
2026.05
58.0787.18
2026.05
56.0783.94
2026.05
55.4689.63
2026.05
55.3587.35
2026.05
55.1992.59
2026.05
54.6587.55
2026.05
54.4185.87
2026.05
54.2587.35
2026.05
53.4683.17
2026.05
53.286.64
2026.05
52.5985.66
2026.05
5281.77
2026.05
51.6285.21
2026.05
46.6486.75
2026.05
46.3987.54