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Papers Benchmarks Datasets Tasks

CVQA dataset and benchmarks · SOTA2 Research

Research Datasets

CVQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Counterfactual Reasoning

CVQA

71.41Accuracy

40

Cultural Visual Question Answering

CVQA (eval)

5.52Accuracy Delta

39

Visual Question Answering

CVQA

67.59Global Accuracy (CVQA)

14

Visual Question Answering

cVQA

86.6Accuracy

12

Causal Variable Identification

CVQA Count

74.7F1 (X)

7

Causal Variable Identification

CVQA Bool

79.8F1 (X)

7

Outcome Reasoning

CVQA Count

0.792F1 Mean (M')

7

Outcome Reasoning

CVQA-Bool

81.2M' (F1 Score)

7

Popular tasks

Visual Question Answering Outcome Reasoning Causal Variable Identification Counterfactual reasoning Cultural Visual Question Answering

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