DNS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DNS no_reverb (test)
3.419PESQ
46
DNS Challenge Real Recordings (test)
4.206SIG Score
41
DNS no-reverb 2020 (test)
3.753Signal Score (SIG)
30
DNS with reverb (test)
93.84STOI
27
DNS (test)
19.7SI-SDR (dB)
23
DNS No-Reverb 1 (test)
3.44DNSMOS
19
DNS Track 2: Speakerphone Blind 5 (test)
4.73SIG Score
19
DNS Track 1: Headset 5 (test)
4.75SIG Score
19
DNS-Real Out-Domain (test)
3.59SIG
17
DNS blind (real recordings) 2020 (test)
3.63SIG Score
16
DNS blind synthetic with reverb 2020 (test)
3.76SIG Score
16
DNS no-reverb (test)
3.262PESQ (WB)
16
DNS with reverb 2020 (test)
3.72PESQ-WB
16
DNS-Challenge (test)
6.8SI-SDRi (dB)
15
DNS non-blind 2020 (test)
23.3SI-SNR
12
DNS No Reverb 2020 (test)
3.67SIG Score
10
DNS With Reverb 2020 (test)
3.67SIG Score
10
DNS3 public With Reverb (test)
3.24SIG Score
9
DNS dataset
3.72PESQ (Wideband)
9
DNS Without Interference 2022 (test)
4.3SIG Score
8
DNS blind (With Interference) 2022 (test)
3.97SIG Score
8
DNS w/o reverb cross-domain 2020 (test)
2.796WB-PESQ
7
DNS-with-Reverb Out-Domain (test)
3.581SIG
7
DNS w/o reverberation 2020 (test)
3.74NB-PESQ
7
DNS1 no-reverb
3.23PESQ
7