Audio Quality Assessment on ODAQ: Open Dataset of Audio Quality
Pearson correlation coefficient (PCC)
- 2024-09-13 — NMR: Pearson correlation coefficient (PCC) 0.89
| Rank | Model | Pearson correlation coefficient (PCC) | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | NMR | 0.89 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 1 | PEAQ-CSM | 0.89 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 3 | 2f-model | 0.87 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 3 | PEAQ (ODG) | 0.87 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 5 | ViSQOLAudioV3 | 0.77 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 5 | SMAQ | 0.77 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 7 | PESQ | 0.74 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 8 | SI-SDR | 0.44 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |
| 9 | DNSMOS (OVRL) | 0.38 | ODAQ: Open Dataset of Audio Quality - Benchmark on GitHub | fraunhofer-iis/odaq | 2024 |