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Object Hallucination on MSCOCO 500 images 2014 (val)

60.6Consistency Score (CS)

BeamSearch

12.34424.87237.449.928Nov 29, 2023Apr 5, 2024Aug 12, 2024Dec 19, 2024Apr 26, 2025Sep 2, 2025Jan 9, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2026.01
60.619.5
2026.01
59.318.2
2023.11
58.823.7
2023.11
55.815.4
2023.11
55.815.1
2023.11
55.615.8
2023.11
55.615.4
2023.11
54.624.8
2026.01
52.215.8
2023.11
50.413.3
2023.11
48.814.2
2023.11
48.813.9
2023.11
48.415.9
2023.11
47.813.8
2026.01
46.714.4
2023.11
46.414.2
2023.11
4514.7
2026.01
44.914.1
2023.11
44.612.8
2026.01
40.711.8
2026.01
39.210.9
2026.01
36.49
2023.11
36.212.1
2026.01
35.39.2
2023.11
32.610.7
2023.11
32.210
2026.01
32.18.7
2023.11
31.89.9
2023.11
30.69.5
2023.11
30.415.7
2023.11
3014.5
2023.11
26.29.5
2023.11
26.28.5
2023.11
24.28.2
2023.11
24.28.2
2023.11
23.68.3
2023.11
23.67.8
2023.11
22.68.2
2023.11
22.67.6
2023.11
22.27.1
2023.11
227
2023.11
21.47.2
2023.11
20.66.2
2023.11
20.46.3
2023.11
20.26.4
2023.11
20.26.3
2023.11
18.85.9
2023.11
16.66.8
2023.11
14.25.2
2023.11
14.25.9