patents
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node-level Out-of-Distribution Detection | Patents (test) | AUROC (aleatoric)70.78 | 10 | |
| Classification | patents | Accuracy99 | 8 | |
| OOD Detection | Patents | AUROC70.78 | 5 | |
| Innovation Prediction | Patents Publication 2024 (test) | AUC-ROC (0.005%)0.936 | 5 | |
| Document Classification | Patents | F1 (micro)69.3 | 3 |
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