Open Information Extraction on PENN
88.5F1 ScoreDEEPEX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEEPEXZero-Shot=true2021.09 | 88.5 | 81.5 | |
| DEEPSTRUCTmode=multi-task2022.05 | 54.5 | — | |
| DEEPSTRUCTEvaluation Protocol=multi-task2022.05 | 54.5 | — | |
| DEEPSTRUCTmode=zero-shot2022.05 | 51 | — | |
| DEEPSTRUCTEvaluation Protocol=zero-shot2022.05 | 51 | — | |
| DEEPSTRUCTmode=w/ finetune2022.05 | 45.1 | — | |
| DEEPSTRUCTEvaluation Protocol=w/ finetune2022.05 | 45.1 | — | |
| Open IE42021.09 | 42.6 | 28.1 | |
| OpenIE42022.05 | 42.6 | — | |
| OpenIE 42022.05 | 42.6 | — | |
| PropS2021.09 | 39.1 | 27.7 | |
| PropS2022.05 | 39.1 | — | |
| ClausIE2021.09 | 34.6 | 28.4 | |
| ClausIE2022.05 | 34.6 | — | |
| RnnOIE*Supervised=true2021.09 | 34.5 | 18.3 | |
| RnnOIE2022.05 | 34.5 | — | |
| MAMA2021.09 | 33 | 9 | |
| MAMA2022.05 | 33 | — |