Sound Source Localization and Tracking on Synthetic Data Mix
0.98MAE (Mean Absolute Error)SelectTSL
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SelectTSLCategory=Prompt-based, Input=Mix2026.07 | 0.98 | 98.28 | 95.67 | 93.2 | 91.57 | 91.7 | 2.08 | |
| IPDNetCategory=Track-wise, Input=Mix2026.07 | 4.6 | 74.69 | 23.63 | 15.62 | 21.88 | 27.03 | 11.09 | |
| SELCategory=Prompt-based, Input=Mix2026.07 | 5.37 | 59.82 | 30.45 | 20.42 | 6.7 | 7.96 | 13.14 | |
| SRP-DNNCategory=Pure DoA, Input=Mix2026.07 | 6.24 | 59.91 | 31.34 | 21.22 | 6.98 | 18.58 | 11.21 | |
| FN-SSLCategory=Pure DoA, Input=Mix2026.07 | 7.01 | 70.23 | 17.41 | 19.08 | 18.23 | 17.87 | 10.09 | |
| EINV2Category=Track-wise, Input=Mix2026.07 | 11.37 | 47.27 | 40.36 | 31.16 | 7.91 | 25.28 | 11.26 | |
| SELDnetCategory=SELD+DoA, Input=Mix2026.07 | 15.83 | 42.62 | 1.51 | 0.77 | -0.27 | 0.76 | 14.71 | |
| DCASE25Category=Track-wise, Input=Mix2026.07 | 17.15 | 43.34 | 0.69 | 0.35 | -0.11 | 0.35 | 14.77 | |
| SALSA-LiteCategory=Track-wise, Input=Mix2026.07 | 19.66 | 36.22 | 1.36 | 0.69 | -0.53 | 0.68 | 14.72 | |
| embed-ACCDoACategory=Track-wise, Input=Mix2026.07 | 20.02 | 38.33 | 1.17 | 0.59 | -0.36 | 0.59 | 14.74 | |
| SELDTCategory=SELD+DoA, Input=Mix2026.07 | 22.12 | 31.81 | 2.97 | 1.56 | -1.78 | 1.51 | 14.58 |