Open Information Extraction on BenchIE
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ClausIE | 0.34 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 2 | CompactIE | 0.318 | No | CompactIE: Compact Facts in Open Information Ext... | 2022-05-05 | Code |
| 3 | OpenIE6 | 0.25 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 4 | M2OIE (EN) | 0.23 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 5 | M2OIE (ZH) | 0.17 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 6 | ROIE-T | 0.13 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 7 | ROIE-N | 0.13 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 8 | Stanford OIE | 0.13 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 9 | M2OIE (DE) | 0.04 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |
| 10 | Naive OIE | 0.03 | No | BenchIE: A Framework for Multi-Faceted Fact-Base... | 2021-09-14 | Code |