Kg To Text Generation On Wikigraphs
评估指标
Test perplexity
rBLEU (Test)
rBLEU (Valid)
rBLEU(w/title)(Test)
rBLEU(w/title)(Valid)
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Test perplexity | rBLEU (Test) | rBLEU (Valid) | rBLEU(w/title)(Test) | rBLEU(w/title)(Valid) | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| GNN | 26.93 | 26.22 | 31.39 | 28.35 | 32.65 | WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset | |
| Unconditional | 25.85 | 9.98 | 10.97 | 24.07 | 27.98 | WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset | |
| BoW | 26.65 | 24.41 | 29.53 | 27.39 | 32.41 | WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset | |
| Nodes | 27.4 | 25.31 | 30.51 | 27.43 | 32.60 | WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset |
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