Open Information Extraction on NYT
85.5F1 ScoreDEEPEX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEEPEXZero-Shot=true2021.09 | 85.5 | 72.5 | |
| DEEPSTRUCTmode=w/ finetune2022.05 | 45 | — | |
| DEEPSTRUCTEvaluation Protocol=w/ finetune2022.05 | 45 | — | |
| DEEPSTRUCTmode=multi-task2022.05 | 43.6 | — | |
| DEEPSTRUCTEvaluation Protocol=multi-task2022.05 | 43.6 | — | |
| Open IE42021.09 | 38.3 | 24 | |
| Saha and Mausam, 20182022.05 | 38.3 | — | |
| OpenIE 42022.05 | 38.3 | — | |
| PropS2021.09 | 37.2 | 22.1 | |
| PropS2022.05 | 37.2 | — | |
| MAMA2021.09 | 32.9 | 9.4 | |
| MAMA2022.05 | 32.9 | — | |
| ClausIE2021.09 | 29.6 | 22.9 | |
| ClausIE2022.05 | 29.6 | — | |
| DEEPSTRUCTmode=zero-shot2022.05 | 28.9 | — | |
| DEEPSTRUCTEvaluation Protocol=zero-shot2022.05 | 28.9 | — | |
| RnnOIE*Supervised=true2021.09 | 28.3 | 10.4 | |
| RnnOIE2022.05 | 28.3 | — |