| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Variance change synthetic data | Detection Power (P_mean^2)99 | 40 | 1mo ago | ||
| Synthetic high-dimensional data (variance change Σ = 2Id) | Kernel | Mean Probability0.99 | 40 | 1mo ago | |
| Gaussian mean change Δ = 1/d^(1/3) | P_mean (d=1)0.99 | 10 | 1mo ago | ||
| CENSREC-1-C SNR 15 | Algorithm 3.1 | FA0 | 9 | 25d ago | |
| CENSREC-1-C SNR 20 | Algorithm 3.1 | FA0 | 9 | 25d ago | |
| CENSREC-1-C Clean Record | Algorithm 3.1 | FA Rate0 | 9 | 25d ago | |
| Room Occupancy (test) | False Alarm Rate0 | 9 | 25d ago | ||
| HTRU2 | Rand Index (RI)98 | 6 | 1mo ago | ||
| MAGIC | Pelt | Record Index (RI)97 | 6 | 1mo ago | |
| Higgs | ONNC | RI0.97 | 6 | 1mo ago | |
| EMG | ONNC | RI98 | 6 | 1mo ago | |
| MNIST | Record Index (RI)99 | 6 | 1mo ago | ||
| Cov jumps | RI97 | 6 | 1mo ago | ||
| Variance jumps | RI99 | 6 | 1mo ago | ||
| Mean jumps | RI0.99 | 6 | 1mo ago | ||
| HTRU2 | ONNC | F1-score98 | 6 | 1mo ago | |
| MAGIC | ONNC | F1-score88 | 6 | 1mo ago | |
| Higgs | ONNC | F1-score76 | 6 | 1mo ago | |
| SUSY | ONNC | F1 Score99 | 6 | 1mo ago | |
| Kepler | ONNC | F1-score100 | 6 | 1mo ago | |
| EMG | ONNC | F1 Score97 | 6 | 1mo ago | |
| WISDM | ONNR | F1-score97 | 6 | 1mo ago | |
| MNIST | F1-score97 | 6 | 1mo ago | ||
| Cov jumps | ONNR | F1 Score93 | 6 | 1mo ago | |
| Variance jumps | RuLSIF | F1-score97 | 6 | 1mo ago |
