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SIREN dataset and benchmarks · SOTA2 Research

Research Datasets

SIREN

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Tool-use agent security evaluation

SIREN

23.56Explicit Directive (UA)

16

Fault Classification

SIREN

100IIEE Accuracy (44.1k)

15

Anomaly Detection

SIREN DCASE Tasks 2020-2025

74.26Performance 2020 (16k)

15

Audio reconstruction

SIREN audio segments

0Bach MSE (x1e-3)

5

Popular tasks

Anomaly Detection Audio Reconstruction Tool-use agent security evaluation Fault Classification

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