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Papers Benchmarks Datasets Tasks

Speech Enhancement research benchmarks – Page 3 · SOTA2 Research

Speech Enhancement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.64PESQ

14

Jun 5, 2026

Valentini 27 (test)

MAE-based universal speech enhancer

3.4PESQ

14

Feb 26, 2026

Valentini (test)

MANNER-B-Teacher

3.21PESQ

14

Feb 26, 2026

DNS challenge blind 1 (test)

4.07Score (No Reverb)

14

Feb 26, 2026

WSJ0-SI84+DNS-Challenge (test)

2.72PESQ (-5dB SNR)

13

Jun 5, 2026

3.45WB-PESQ

13

Jun 5, 2026

VB-Demand In-Domain (test)

3.6PESQ

13

Jun 9, 2026

VCTK+DEMAND (test)

Mamba-SEUNet (L)

3.59WB-PESQ

13

Feb 26, 2026

URGENT Speech Enhancement Challenge 50-sample 2024 (test)

3.95MOS

12

Feb 26, 2026

URGENT 2024 (test)

4.5PESQ

12

Feb 26, 2026

DNS non-blind 2020 (test)

TF-Locoformer (M)

23.3SI-SNR

12

Mar 5, 2026

CSCConv-AE+MSDA

4.02SI-SDR

11

May 14, 2026

96LB

11

May 12, 2026

Librispeech simulated low-SNR (test)

3.42DNSMOS

11

May 12, 2026

Librispeech simulated general-SNR (test)

3.42DNSMOS

11

May 12, 2026

DNS Challenge 2020 (blind test)

2.65WV-MOS

11

Apr 28, 2026

WSJ0 + WHAM! SNR [5, 10] dB

Self-supervised Low-Rank Adaptation

1.84PESQ

11

Mar 10, 2026

WSJ0 + WHAM! SNR [0, 5] dB

Self-supervised Low-Rank Adaptation

1.54PESQ

11

Mar 10, 2026

WSJ0 + WHAM! SNR [-8, 0] dB

1.27PESQ

11

Mar 10, 2026

3.16PESQ

11

Feb 26, 2026

4.38CSIG

11

Feb 26, 2026

DNS Challenge Real-world recordings 2020

4.1SIG

11

Feb 26, 2026

LibriSpeech SAI domain

0.014L1 Distance

10

Jun 4, 2026

DNS Challenge No Reverb 2020

3.43OVRL

10

Mar 24, 2026

DNS Challenge Reverb 2020

3.33OVRL

10

Mar 24, 2026

Page 3 of 9

Popular datasets

DNS Challenge DNS LibriSpeech VoiceBank-DEMAND TIMIT

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