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ResearchFormerly WizWand

FLOWVQA

Benchmarks

TaskDatasetSOTA resultTrendResults

Visual Question Answering

FlowVQA (test)

71.384Precision

6

Text-to-Image Retrieval

FlowVQA hard negatives (test)

89.973R@1

6

Image-to-Text Retrieval

FlowVQA hard negatives (test)

47.527R@1

6

Flowchart to Mermaid code translation

FLOWVQA (test)

98.6Entity Precision

5

flowchart-to-Mermaid translation

FLOWVQA subset

98.8SA

5

Flowchart Question Answering

FlowVQA

0.976Pearson r

4