| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Heavy-tailed | Coverage92.8 | 24 | 3mo ago | ||
| Variance Changepoint | ACI | Coverage0.91 | 24 | 3mo ago | |
| Distribution Drift | Coverage90.7 | 24 | 3mo ago | ||
| Extreme Drift | SF-OGD | Coverage92.4 | 15 | 3mo ago | |
| CIFAR-100C gradual distribution shift (test) | ScaleFreeOGD | Coverage89.97 | 14 | 3mo ago | |
| Change Point Simulation Scenario C | OLCP | Coverage90.1 | 7 | 26d ago | |
| Heterogeneous Simulation Scenario B | OLCP | Coverage90.1 | 7 | 26d ago | |
| Stationary Simulation Scenario A | Coverage90 | 7 | 26d ago | ||
| Mix Dataset synthetic s (test) | DtACI | Marginal Coverage96.3 | 6 | 3mo ago | |
| AAPL | DtACI | Marginal Coverage95.8 | 6 | 3mo ago | |
| AXP | DtACI | Marginal Coverage95.6 | 6 | 3mo ago | |
| Sinusoid Dataset synthetic | SFOGD | Marginal Coverage95 | 6 | 3mo ago | |
| GOOGL (test) | DtACI | Marginal Coverage95.2 | 6 | 3mo ago | |
| Electricity Demand | SFOGD | Marginal Coverage95 | 6 | 3mo ago | |
| AMZN | DtACI | Marginal Coverage96.2 | 6 | 3mo ago | |
| Stationary Dataset synthetic | DtACI | Marginal Coverage95.8 | 6 | 3mo ago | |
| AXP (test) | DtACI | Marginal Coverage95.6 | 4 | 3mo ago | |
| Scoring function | ACI | Efficiency Regret2 | 2 | 19d ago | |
| Online Conformal Prediction (OCP) | GCACI | Coverage Rate100 | 1 | 1d ago | |
| Validity tracking | ACI | Efficiency Regret3 | 1 | 19d ago | |
| 1-D intervals Example 2 | ACI | Efficiency Regret3 | 1 | 19d ago | |
| Combinatorial Appendix E | - | - | 0 | 19d ago |
