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Papers Benchmarks Datasets Tasks

Quilt dataset and benchmarks · SOTA2 Research

Research Datasets

Quilt

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Retrieval

QUILT-1M (holdout set)

6.27R@1

14

Medical Visual Question Answering

Quilt-1M

73.74Accuracy

11

Text-Image Retrieval

Quilt

26.88Recall@1

10

Image-Text Retrieval

Quilt

32.46R@1

10

Metric Sensitivity Analysis

Quilt-1M Visual Hallucination

0.9Performance Score

5

Popular tasks

Text-to-Image Retrieval Medical Visual Question Answering Image-Text Retrieval Text-Image Retrieval Metric Sensitivity Analysis

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