Automated Theorem Proving On Holstep
المقاييس
Classification Accuracy
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
| Paper Title | ||
|---|---|---|
| MPNN-DagLSTM | 0.916 | Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling |
| FormulaNet | 0.903 | Premise Selection for Theorem Proving by Deep Graph Embedding |
| FormulaNet-basic | 0.891 | Premise Selection for Theorem Proving by Deep Graph Embedding |
| Siamese 1D CNN-LSTM | 0.83 | HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving |
| Siamese 1D CNN | 0.82 | HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving |
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