Healthcare
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Classification | Healthcare MT (test) | F1 Score95.6 | 19 | |
| Time Series Classification | Healthcare TP (test) | F1 Score98.7 | 19 | |
| Corpus Stealing Attack | Healthcare v1 (test) | CR0.807 | 12 | |
| Interpolation | Healthcare (10% missing) | MAE0.217 | 10 | |
| Interpolation | Healthcare 90% missing | MAE0.481 | 8 | |
| Interpolation | Healthcare 50% missing | MAE0.301 | 8 | |
| Explainable AI Performance Evaluation | Healthcare Brain Tumor MRI | Composite Score (Entropy-Weighted, Domain-Modulated)4.7 | 5 | |
| Recovering canonical instrumental variables | Healthcare Mortality | EM68 | 5 | |
| Cross-domain generalization | Healthcare (test) | Accuracy99.3 | 4 | |
| Token Efficiency | Healthcare Lab | JSON Compact Size1,349 | 1 | |
| Blockchain-based IoT Framework Capability Assessment | Healthcare (HC) | Blockchain Access Control Score18 | 1 | |
| Knowledge Base Stealing | Healthcare (test) | Q0.7568 | 1 | |
| Threat Modeling | Healthcare medical devices | Metric- | 0 |
Showing 13 of 13 rows