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Papers Benchmarks Datasets Tasks

patents dataset and benchmarks · SOTA2 Research

Research Datasets

patents

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node-level Out-of-Distribution Detection

Patents (test)

70.78AUROC (aleatoric)

10

patents

99Accuracy

8

Patents

70.78AUROC

5

Innovation Prediction

Patents Publication 2024 (test)

0.936AUC-ROC (0.005%)

5

Document Classification

Patents

69.3F1 (micro)

3

Popular tasks

Classification Document Classification OOD Detection Node-level Out-of-Distribution Detection Innovation Prediction

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