PINNACLE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| multiplex interaction prediction | PINNACLE zero-shot | AUROC81.2 | 16 | |
| multiplex interaction prediction | PINNACLE (transductive split) | AUROC0.831 | 16 | |
| Probability Estimation | Pinnacle | Mean Log-Loss1.0031 | 8 | |
| multiplex interaction prediction | PINNACLE | AUROC83.1 | 8 | |
| PDE Solving | PINNacle v1 (test) | Burgers 1D (C) Error0.0148 | 6 | |
| PDE Solving | PINNacle | Error (1D Burgers, C)0.0129 | 6 | |
| Geographic Atrophy (GA) conversion prediction | PINNACLE | AUROC0.848 | 6 |
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