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Anomaly Detection research benchmarks – Page 62 · SOTA2 Research

Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

83.77Accuracy

1

Feb 26, 2026

89.39Accuracy

1

Feb 26, 2026

97.81Accuracy

1

Feb 26, 2026

94.43Accuracy

1

Feb 26, 2026

BeanTech AD (test)

Coarse-to-Fine Non-Contrastive Learning

99.6Class 01 Score

1

Feb 26, 2026

Avenue GT: 14 (smaller set)

Sparse combination

12Anomalous Events Detected

1

Feb 26, 2026

119 benchmark datasets

—

—Primary metric

0

Apr 9, 2026

Conversational Framework Interactive Analysis

—

—Primary metric

0

Feb 26, 2026

Short Texts Logs

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Time-series Anomaly Detection

—

—Primary metric

0

Feb 26, 2026

Crypto Anomaly Detection

—

—Primary metric

0

Feb 26, 2026

Event-level logs

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Precision

0

Feb 26, 2026

Page 62 of 62

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