| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TNSSE 2020 (test) | ER<20°26 | 13 | 1mo ago | ||
| TNSSE 2020 (evaluation) | ER<20°20 | 12 | 1mo ago | ||
| STARSS23 | DeepASA (SELD) | Error Rate (ER)33.7 | 8 | 3d ago | |
| TNSSE 2021 (test) | Nguyen et al. | Error Rate (<20°)0.37 | 8 | 1mo ago | |
| ASA2 | EINV2 | SELD Score43.1 | 7 | 3d ago | |
| DCASE Task 3 Stereo SELD 2025 (test) | ToS (Team of Specialists) | F1 Score40.2 | 6 | 1mo ago | |
| L3DAS21 | LSD Score0.55 | 6 | 1mo ago | ||
| TAU Spatial DCASE Task 3 2019 (full evaluation) | SELDnet | F1 Score94.7 | 4 | 23d ago | |
| TAU Spatial DCASE Task 3 2019 (one-source subset) | U-Net | F1 Score79 | 1 | 23d ago |
