| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HMK synthetic data 1.0 (test) | NGSM | Relative Error56.8 | 6 | 1mo ago | |
| LSK synthetic data 1.0 (test) | Regular Fourier Features (real) | Relative Error77.7 | 6 | 1mo ago | |
| Simulated Data n=20000, p=1000 | scikit-learn | Time (s)8 | 3 | 1mo ago | |
| Simulated Data (n=20000, p=100) | TorchKM | Objective Value0.28 | 3 | 1mo ago | |
| Simulated Data (n=20000, p=10) | TorchKM | Objective Value0.45 | 3 | 1mo ago | |
| Simulated Data (n=10000, p=1000) | TorchKM | Objective Value0.48 | 3 | 1mo ago | |
| Simulated Data (n=10000, p=100) | Objective Value1.04 | 3 | 1mo ago | ||
| Simulated Data (n=10000, p=10) | TorchKM | Objective Value0.47 | 3 | 1mo ago |
