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Sketch Classification research benchmarks · SOTA2 Research

Sketch Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SketchGraph-R recognized sketch distribution

87.61Top-1 Accuracy

14

Mar 10, 2026

SketchGraph-A noisy sketch distribution

83.62Top-1 Accuracy

14

Mar 10, 2026

Human performance

93Accuracy

10

Feb 26, 2026

90.06Accuracy

9

Feb 26, 2026

0.78Accuracy

4

Feb 26, 2026

Popular datasets

SketchGraph SketchClean TU-Berlin Quick Draw

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