| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ASA2 | (+) Chain-of-inference | LE (Degrees)17 | 7 | 1mo ago | |
| Simulation 3751 points LFM Noise 1.5 dB SNR 1m 1.0 | BP (ASAP) | RMSE (deg)3.28 | 4 | 1mo ago | |
| Simulation 3751 points, LFM + Noise 3.09 dB SNR, 1m 1.0 (noisy) | BP (ASAP) | RMSE (deg)3.15 | 4 | 1mo ago | |
| Simulation 3751 points LFM 1m 1.0 (clean) | BP (ASAP) | RMSE (deg)2.73 | 4 | 1mo ago | |
| LOCATA Experiment 1 | RMSAE4.7 | 4 | 3mo ago | ||
| Simulated data Experiment 1 | RMSAE3.2 | 4 | 3mo ago | ||
| LOCATA Experiment 3 | RMS Angular Error7.6 | 4 | 3mo ago | ||
| Simulated data (Experiment 3) | RMSAE6.1 | 4 | 3mo ago | ||
| SOFA (full) | Categorical | Accuracy (< 5°)24.4 | 4 | 3mo ago | |
| LOCATA (test) | Physics-Guided Variational Model | Params (M)0.89 | 3 | 3mo ago |
