Magic
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | Magic | AUC79.3 | 25 | |
| Binary Classification | MAGIC | AUC0.9011 | 20 | |
| Binary Classification | MAGIC [0, 1/2] | AUC0.8918 | 20 | |
| Tabular Data Utility | Magic (test) | AUC0.946 | 14 | |
| Classification | magic | Accuracy88.5 | 12 | |
| Classification | magic04 | Macro F186.69 | 12 | |
| Classification | magic04 | Accuracy88.62 | 12 | |
| Tabular Data Generation | Magic (test) | MLE0.946 | 12 | |
| Classification | magic | Cohen's Kappa0.89 | 8 | |
| Classification | magic | Accuracy0.875 | 7 | |
| Classification | magic UCI (test) | Accuracy85.4 | 6 | |
| Classification | magic | Latency (s)0.197 | 5 | |
| Classification | magic | Rule Count398.9 | 4 | |
| Random Forest Compilation | magic | Accuracy (%A)82.05 | 2 |
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