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Papers Benchmarks Datasets Tasks

Quick Draw dataset and benchmarks · SOTA2 Research

Research Datasets

Quick Draw

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Few-Shot Classification

Quick Draw Meta-Dataset (test)

83.2Mean Accuracy

10

Sketch Classification

Quick Draw

90.06Accuracy

9

Few-shot classification

Quick Draw Meta-Dataset 1.0 (test)

66.84Accuracy

7

Few-shot Image Classification

Quick Draw

82.78Accuracy

6

Global Image Retrieval

Quick Draw Meta-Dataset seen

84.9Recall@1

5

Image Retrieval

Quick Draw (test)

79.9Recall@1

5

Popular tasks

Few-shot classification Few-shot Image Classification Image Retrieval Sketch Classification Global Image Retrieval

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