GLI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | GLI_85 | Accuracy98.82 | 88 | |
| Tabular Synthesis | GLI | Accuracy89.88 | 11 | |
| Feature Selection | GLI_85 | Execution Time (s)191 | 11 | |
| VQA | GLI (test) | Volume62.5 | 6 | |
| Genomic Classification | GLI | Balanced Accuracy98.36 | 3 | |
| Tabular Classification | GLI-85 (5x5 CV) | ROC-AUC93.33 | 3 | |
| Visual Question Answering | GLI (val) | Volume Score43 | 3 | |
| Classification | GLI (Primary Gliomas vs Secondary Metastatic Lesions) (val) | Accuracy95.6 | 2 | |
| Radiologist Acceptance | GLI (val) | Radiologist Acceptance Rate50 | 2 | |
| Manifold Curvature Estimation | GLI | Average K0.3725 | 1 |
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