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Papers Benchmarks Datasets Tasks

Audio Separation research benchmarks · SOTA2 Research

Audio Separation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Environmental Tier (Env)

7.4Delta SI-SNR (dB)

9

Jun 11, 2026

0.1|ΔSI-SNR| (dB)

9

Jun 11, 2026

7.3|ΔSI-SNR| (dB)

9

Jun 11, 2026

NVIDIA A-30 GPU Compute Profiling

28.06Memory Footprint (MB)

9

Apr 28, 2026

Libri5Mix (test)

13.9SI-SDRi (dB)

6

Feb 26, 2026

Audio-Visual Event (AVE) (test)

7.2SDR

6

Feb 26, 2026

Audio Separation in the Wild (ASIW) (test)

9.6SDR

6

Feb 26, 2026

Popular datasets

LibriMix Audio Separation in the Wild (ASIW)Audio-Visual Event (AVE)Tier NVIDIA GPU Compute Profiling

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