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Papers Benchmarks Datasets Tasks

Speech Enhancement research benchmarks – Page 4 · SOTA2 Research

Speech Enhancement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VB-DEMAND (test)

3.359OVRL Score

9

Jun 23, 2026

DNS3 public Without Reverb (test)

Discriminative cNAC-SE

3.61SIG Score

9

Jun 16, 2026

DNS3 public With Reverb (test)

3.24SIG Score

9

Jun 16, 2026

VoiceBank-DEMAND (VB-DMD) Track A (test)

3.39PESQ

9

Jun 5, 2026

LibriSpeech clean (test)

1STOI

9

May 12, 2026

DNS Challenge no-reverb

3.425DNSMOS

9

Apr 7, 2026

3.72PESQ (Wideband)

9

Apr 1, 2026

LRS3-TED simulated (moving) (test)

2.088PESQ

9

Mar 6, 2026

LRS3-TED simulated (stationary) (test)

2.015PESQ

9

Mar 6, 2026

Air- and Bone-Conducted Synchronized Speech corpus (test)

12.42SI-SDR

9

Mar 4, 2026

2.92PESQ

9

Feb 26, 2026

DNS Challenge 2020 (test)

3.64DNSMOS Score

9

Feb 26, 2026

VoiceBank+DEMAND

3.11PESQ

8

Jun 19, 2026

VB-DMD Track B (test)

2.56PESQ

8

Jun 5, 2026

DNS Challenge HardSet

3.408DNSMOS

8

Apr 7, 2026

Simulated (test)

3.39DNSMOS

8

Mar 11, 2026

Averaged across datasets (EARS-D, VBW, VBD, and DNS) (test)

2.64PESQ

8

Feb 26, 2026

2.66PESQ

8

Feb 26, 2026

2.34PESQ

8

Feb 26, 2026

DAPS (out-of-domain)

2.81CSIG

8

Feb 26, 2026

DNS Challenge official synthetic dataset-2 (test)

3.3PESQ

8

Feb 26, 2026

Dataset-2 DNS Challenge Official synthetic 2020 (test)

3.3PESQ

8

Feb 26, 2026

ATC (Air Traffic Control) (test)

3.09PESQ

8

Feb 26, 2026

DNS Challenge 2020

3.39PESQ

8

Feb 26, 2026

WSJ0 simulated (test)

2.972PESQ (0dB)

8

Feb 26, 2026

Page 4 of 9

Popular datasets

DNS Challenge DNS LibriSpeech VoiceBank-DEMAND TIMIT

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