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OK-VQA dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

OK-VQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Visual Question Answering

OK-VQA IID

49.74Accuracy

5

Visual Question Answering

OK-VQA

59.6Accuracy (Clean)

5

Visual Question Answering

OK-VQA

0.661Inference Time

4

Knowledge-Based Question Answering

OK-VQA + A-OKVQA

87.31Accuracy

3

Uncertainty-guided selective generation

OK-VQA (val)

0.599AUARC (Token Entropy)

2

Hallucination Detection

OK-VQA (val)

0.6AUROC (Token Entropy)

2

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Popular tasks

Visual Question Answering Retrieval Knowledge-based Visual Question Answering Hallucination Detection Knowledge retrieval

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