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Stress event detection research benchmarks · SOTA2 Research

Stress event detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simulated Limit Order Books

1.4Lead-Time Δ

8

Apr 24, 2026

BTC/USDT 1 Hz nσ = 5 labelled stress events (1 week real-data)

Adaptive Trigger

38Lead Time (s)

6

Apr 24, 2026

Popular datasets

Simulated Limit Order Books BTC/USDT

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