Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DeepEx (zero-shot) | 85.5 | No | Zero-Shot Information Extraction as a Unified Te... | 2021-09-23 | Code |
| 2 | DeepStruct multi-task w/ finetune | 45 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |
| 3 | DeepStruct multi-task | 43.6 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |
| 4 | Deepstruct zero-shot | 28.9 | No | DeepStruct: Pretraining of Language Models for S... | 2022-05-21 | Code |