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Papers Benchmarks Datasets Tasks

Speech Restoration research benchmarks · SOTA2 Research

Speech Restoration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DNS Challenge real-recording 2020

3.17DNSMOS Score

14

Jul 9, 2026

DNS Challenge With Reverb 2020 (test)

3.83SIG Score

14

Jul 3, 2026

URGENT non-blind 2025 (test)

2.95PESQ

11

Jul 9, 2026

DNS No Reverb 2020 (test)

3.67SIG Score

10

Jul 9, 2026

DNS With Reverb 2020 (test)

3.67SIG Score

10

Jul 9, 2026

REVERB real-recording

3.14UTMOS

10

Jul 9, 2026

REVERB (SimData)

2.001CD

8

Jul 9, 2026

URGENT blind 2025 (test)

3.37UTMOS

8

Jul 9, 2026

3.582CD

7

Jul 9, 2026

2.11CD

7

Jul 9, 2026

VoxCeleb real-recorded

4.05UTMOS

7

Jul 9, 2026

CCF-AATC Challenge 2025 (test)

3.45SIG

7

Mar 13, 2026

SIG Challenge 2024

3.68Coloration

5

May 18, 2026

3.57DNSMOS

5

Feb 26, 2026

AISHELL-3 ZH (test)

3.52DNSMOS

5

Feb 26, 2026

3.75DNSMOS

5

Feb 26, 2026

Inference Efficiency

0.015RTF

4

Feb 26, 2026

FINALLY Demonstration Samples

3.313DNSMOS

3

Feb 26, 2026

DNS with Reverb (test)

3.68SIG

2

Feb 26, 2026

Popular datasets

DNS Reverb DNS Challenge URGENT VCTK

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