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Papers Benchmarks Datasets Tasks

Object presence hallucination evaluation research benchmarks · SOTA2 Research

Object presence hallucination evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

POPE GQA 2019 (Random)

89.3Accuracy

15

Feb 26, 2026

POPE A-OKVQA Popular 2022

85.63Accuracy

15

Feb 26, 2026

POPE A-OKVQA 2022 (Adversarial)

80.13Accuracy

11

Feb 26, 2026

POPE GQA 2019 (Adversarial)

73.07Accuracy

8

Feb 26, 2026

POPE GQA Popular 2019

78Accuracy

8

Feb 26, 2026

POPE A-OKVQA Random 2022

88.47Accuracy

8

Feb 26, 2026

POPE MS-COCO 2014 (Random)

88.73Accuracy

8

Feb 26, 2026

Popular datasets

POPE POPE-GQA POPE A-OKVQA

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