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AOKVQA dataset and benchmarks · SOTA2 Research

Research Datasets

AOKVQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Uncertainty Estimation

AOKVQA

79.8AUC

65

Object Hallucination Evaluation

AOKVQA POPE (random, popular, and adversarial)

82.23Accuracy

24

Outside Knowledge Visual Question Answering

AOKVQA

86.17AUC

21

Visual Question Answering

AOKVQA

73.1Accuracy

8

Multiple Choice Visual Question Answering

AOKVQA

68.9Accuracy (MC)

6

Popular tasks

Visual Question Answering Object Hallucination Evaluation Uncertainty Estimation Multiple-choice Visual Question Answering Outside Knowledge Visual Question Answering

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