Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Speech Enhancement research benchmarks – Page 2 · SOTA2 Research

Speech Enhancement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DNS No-Reverb 1 (test)

3.44DNSMOS

19

May 12, 2026

URGENT Challenge 2025 (non-blind test)

3.28DNSMOS

19

Mar 4, 2026

4.72CSIG

19

Feb 26, 2026

VCTK Accelerometer 12-bit, 4-16 kHz upsampling (test)

0.87LSD

18

Mar 10, 2026

VCTK Vibration sensor 12-bit, 4-16 kHz upsampling (test)

0.84LSD (Log-Spectral Distance)

18

Mar 10, 2026

ATC Corpus (selected samples)

3.98MOS SIG

18

Feb 26, 2026

LRS2 mixed with VGGSound noises (test)

Visual-stream method [2]

3.22PESQ

18

Feb 26, 2026

LRS3 mixed with QUT city-street noises (test)

Visual-stream method [2]

3.21PESQ

18

Feb 26, 2026

LRS3 mixed with VGGSound noises (test)

Visual-stream method [2]

3.25PESQ

18

Feb 26, 2026

Oldenburg (N+V)

5.85SI-SDR

17

Jun 2, 2026

8.34SI-SDR

17

Jun 2, 2026

10.7SI-SDR

17

Jun 2, 2026

12.9WER

17

May 18, 2026

EARS-WHAM v2 (test)

4.64PESQ

17

May 8, 2026

DNS blind (real recordings) 2020 (test)

3.63SIG Score

16

Jun 23, 2026

DNS blind synthetic with reverb 2020 (test)

3.76SIG Score

16

Jun 23, 2026

DNS with reverb 2020 (test)

3.72PESQ-WB

16

Feb 26, 2026

WavLM-Large (log 1p + PF)

3.2PESQ

16

Feb 26, 2026

DriftSE* (DistilHuBERT)

3.64DNSMOS

15

Apr 28, 2026

3.32OVRL

15

Mar 11, 2026

3.15PESQ

15

Feb 26, 2026

WHAM! WSJ0 Hipster Ambient Mixtures (test)

MixIT with in-domain noise

9.8SI-SDRi (dB)

15

Feb 26, 2026

9.9SI-SDRi (dB)

15

Feb 26, 2026

DNS-Challenge (test)

6.8SI-SDRi (dB)

15

Feb 26, 2026

4.64PESQ

14

Jun 5, 2026

Page 2 of 9

Popular datasets

DNS Challenge DNS LibriSpeech VoiceBank-DEMAND TIMIT

Follow for updates

Join SOTA2 Contact