Triple Extraction on WebNLG+ 2020 (test)
76.7F1 ScoreReGen
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ReGenMatching Criterion=Partial2022.11 | 76.7 | 75.5 | 78.8 | |
| GrapherNode Approach=Text Nodes, Edge Approach=Class Edges, Matching Criterion=Partial2022.11 | 75 | 74.1 | 76.5 | |
| ReGenMatching Criterion=Exact2022.11 | 72.3 | 71.4 | 73.8 | |
| GrapherNode Approach=Text Nodes, Edge Approach=Class Edges, Matching Criterion=Exact2022.11 | 72.2 | 71.5 | 73.3 | |
| ReGenMatching Criterion=Strict2022.11 | 72 | 71.3 | 73.5 | |
| GrapherNode Approach=Text Nodes, Edge Approach=Class Edges, Matching Criterion=Strict2022.11 | 71.9 | 71.2 | 73 | |
| BT5Matching Criterion=Partial2022.11 | 71.3 | 70 | 73.6 | |
| GrapherNode Approach=Text Nodes, Edge Approach=Gen Edges, Matching Criterion=Partial2022.11 | 71.3 | 70.2 | 73 | |
| Amazon AIMatching Criterion=Partial2022.11 | 69.6 | 69.6 | 69.8 | |
| Amazon AIMatching Criterion=Exact2022.11 | 68.9 | 68.9 | 69 | |
| Amazon AIMatching Criterion=Strict2022.11 | 68.6 | 68.6 | 68.7 | |
| GrapherNode Approach=Text Nodes, Edge Approach=Gen Edges, Matching Criterion=Exact2022.11 | 68.3 | 67.5 | 69.5 | |
| BT5Matching Criterion=Exact2022.11 | 68.2 | 67 | 70.1 | |
| GrapherNode Approach=Text Nodes, Edge Approach=Gen Edges, Matching Criterion=Strict2022.11 | 68.1 | 67.3 | 69.3 | |
| BT5Matching Criterion=Strict2022.11 | 67.5 | 66.3 | 69.5 | |
| GrapherNode Approach=Query Nodes, Edge Approach=Class Edges, Matching Criterion=Exact2022.11 | 46.6 | 46.3 | 46.9 | |
| GrapherNode Approach=Query Nodes, Edge Approach=Gen Edges, Matching Criterion=Exact2022.11 | 39.5 | 39.1 | 40 | |
| CycleGTMatching Criterion=Partial2022.11 | 36 | 35.5 | 37.2 | |
| GrapherNode Approach=Query Nodes, Edge Approach=Class Edges, Matching Criterion=Partial2022.11 | 36 | 35.6 | 36.8 | |
| GrapherNode Approach=Query Nodes, Edge Approach=Class Edges, Matching Criterion=Strict2022.11 | 34.7 | 34.5 | 35.1 | |
| CycleGTMatching Criterion=Exact2022.11 | 34.2 | 33.8 | 34.9 | |
| GrapherNode Approach=Query Nodes, Edge Approach=Gen Edges, Matching Criterion=Partial2022.11 | 32.5 | 31.8 | 33.7 | |
| CycleGTMatching Criterion=Strict2022.11 | 30.9 | 30.6 | 31.5 | |
| GrapherNode Approach=Query Nodes, Edge Approach=Gen Edges, Matching Criterion=Strict2022.11 | 28.9 | 28.5 | 29.4 | |
| Stanford OIEMatching Criterion=Partial2022.11 | 20 | 19.4 | 21.1 | |
| Stanford OIEMatching Criterion=Exact2022.11 | 15.8 | 15.4 | 16.4 | |
| Stanford OIEMatching Criterion=Strict2022.11 | 12.7 | 12.5 | 13 |