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Diffusion-generated time series detection research benchmarks · SOTA2 Research

Diffusion-generated time series detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Avg. OOD Aggregate of TSDiff, Diffusion-TS, WaveStitch (summary)

84.8F1 Score

6

May 28, 2026

WaveStitch Out-of-Distribution (OOD)

98.5F1 Score

6

May 28, 2026

Diffusion-TS Out-of-Distribution (OOD)

71.7F1 Score

6

May 28, 2026

TSDiff Out-of-Distribution (OOD)

84.6F1 Score

6

May 28, 2026

SSSD In-Distribution (ID) out-of-sample (test)

99.9F1 Score

6

May 28, 2026

Popular datasets

OOD SSSD TSDiff Diffusion-TS WaveStitch

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