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Object Hallucination Mitigation research benchmarks · SOTA2 Research

Object Hallucination Mitigation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MSCOCO 2014 (val)

32.4CHAIR Specificity Score

27

Feb 26, 2026

56Cs Score

24

Mar 18, 2026

MS COCO (500 random samples)

54.4Cs Score

23

Apr 8, 2026

69.8CHAIRs Score

22

Apr 15, 2026

58CHAIRs Score

15

May 7, 2026

Real-World Benchmarks Average of depth, thermal, medical images (test)

65.8Accuracy

9

Jul 7, 2026

20.4CHAIRS Score

8

Mar 12, 2026

Popular datasets

MSCOCO COCO CHAIR MS-COCO Object-Hal

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