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Object Hallucination Evaluation on MSCOCO 2014 (val)

54.6CHAIRs

Vanilla

20.07229.0363846.964Dec 18, 2024Feb 15, 2025Apr 16, 2025Jun 15, 2025Aug 14, 2025Oct 13, 2025Dec 12, 2025
Updated 3d ago

Evaluation Results

MethodLinks
2025.12
54.615-
2024.12
53.8415.687.47
2025.12
53.414.1-
2024.12
51.9215.4283.12
2024.12
50.8814.6482.41
2024.12
50.7614.1288.57
2024.12
50.7214.4290.39
2025.12
5014.4-
2025.12
49.814-
2024.12
49.6814.3283.06
2024.12
48.5613.594.87
2024.12
47.9614.2678.52
2024.12
46.413.1392.33
2024.12
461390.75
2024.12
45.7613.0692.46
2024.12
45.3212.9891.06
2024.12
44.2813.3675.88
2025.12
43.813-
2025.12
43.513.8-
2024.12
38.7611.0586.28
2024.12
37.769.75106.49
2025.12
36.29.8-
2025.12
34.610.1-
2025.12
33.810.4-
2024.12
33.329.7181.33
2025.12
339.6-
2025.12
31.89.9-
2025.12
31.68.9-
2025.12
31.48.6-
2024.12
30.88.72157.72
2025.12
29.88.8-
2025.12
29.58.8-
2025.12
29.48.5-
2024.12
29.088.08157.06
2025.12
28.87.8-
2024.12
28.768.12155.75
2024.12
28.136.62142.75
2024.12
27.847.98151.51
2025.12
27.57.8-
2025.12
27.27.3-
2024.12
25.726.92160.64
2024.12
24.966.8156.92
2025.12
24.87.1-
2025.12
24.58.8-
2025.12
249-
2025.12
248.1-
2025.12
247.5-
2025.12
23.59.1-
2025.12
23.48.8-
2025.12
23.48.1-
2025.12
23.27-
2025.12
22.88.2-
2025.12
22.58.7-
2025.12
21.78-
2025.12
21.48.4-