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Benchmarks
Object Hallucination Evaluation on MSCOCO (val)
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57
CHAIRS
VCD
17.064
27.432
37.8
48.168
Jan 7, 2026
Jan 19, 2026
Feb 1, 2026
Feb 14, 2026
Feb 26, 2026
Mar 11, 2026
Mar 24, 2026
CHAIRS
CHAIRI
F1 Score
Updated 24d ago
Evaluation Results
Method
Method
Links
CHAIRS
CHAIRI
F1 Score
VCD
Model=LLaVA-1.5, Decod...
2026.01
57
16.9
74.4
Regular
Model=LLaVA-1.5, Decod...
2026.01
55.6
17.3
72.2
PAI
Model=LLaVA-1.5, Decod...
2026.01
38.2
11
73.4
Vanilla
Avg. FLOPs(T)=34.32
2026.03
26.1
7.8
-
PinPoint
Avg. FLOPs(T)=22.18
2026.03
25.6
7.1
-
SDCD
Model=LLaVA-1.5, Decod...
2026.01
18.6
6.4
70.7
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