CovType
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Few-Shot Class Incremental Learning | CovType | PD9.39 | 16 | |
| Local Explanation Generation | Covtype | Stability100 | 14 | |
| Explanation Regularity | Covtype | Regularity90.1 | 11 | |
| Explanation Fidelity Estimation | Covtype | Fidelity (R2)0.632 | 11 | |
| Evasion attack verification | covtype 10,000 examples (test) | Speedup25.4 | 8 | |
| Classification | covtype | ROC-AUC0.994 | 5 | |
| PU learning | Covtype (test) | F-score75.19 | 4 | |
| Positive-Unlabeled Classification | Covtype (test) | Accuracy76.51 | 4 | |
| Subspace Clustering | CovType | Clustering Accuracy53.52 | 4 | |
| Multi-Class Formal Verification | covtype unrobust | PAR2 Runtime213.78 | 2 | |
| Multi-Class Formal Verification | covtype robust | PAR2 Runtime139.08 | 2 |
Showing 11 of 11 rows