URGENT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Preference Evaluation | URGENT SQA 24 | Acc@0.559 | 15 | |
| Preference Evaluation | URGENT25-SQA | Acc@0.559 | 15 | |
| Speech Enhancement | URGENT 2024 (test) | PESQ4.5 | 12 | |
| Speech Quality Assessment | URGENT24 SQA | LCC0.8 | 12 | |
| Speech Quality Assessment | URGENT SQA 25 | LCC0.76 | 12 | |
| Universal Speech Enhancement | URGENT non-blind 2025 (test) | DNSMOS3.26 | 9 | |
| General Speech Restoration | URGENT 2025 (test) | SCOREQ2.49 | 7 | |
| General Speech Restoration | URGENT 2025 (val) | SCOREQ2.67 | 7 | |
| MOS Prediction | URGENT contract set Cmid, train_frac=0.5 1.0 (test) | MOS MAE0.3123 | 5 | |
| Universal Speech Enhancement | URGENT non-blind 2026 (test) | PESQ2.65 | 5 | |
| Speech Enhancement | URGENT | PESQ1.68 | 3 | |
| Speech Enhancement | URGENT non-blind 44.1 kHz 2025 (test) | DNSMOS3.32 | 3 | |
| Speech Enhancement | URGENT non-blind 48 kHz 2025 (test) | DNSMOS3.31 | 3 | |
| Contract Classification | URGENT contract set Cmid, train_frac=0.5 1.0 (test) | AUPRC82.3765 | 3 |
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