Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DeepEx (zero-shot) | 91.2 | No | Zero-Shot Information Extraction as a Unified Te... | 2021-09-23 | Code |
| 2 | DeepStruct multi-task | 50.8 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |
| 3 | DeepStruct multi-task w/ finetune | 49.1 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |
| 4 | Deepstruct zero-shot | 43.8 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |