| Paper | Code | F1 (10-way 1-shot) | F1 (10-way 5-shot) | F1 (5-way 1-shot) | F1 (5-way 5-shot | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| DeepStruct: Pretraining of Language Models for Structure Prediction | ✓ Link | 97.8 | 99.8 | 98.4 | 100 | DeepStruct multi-task w/ finetune | 2022-05-21 | |
| DeepStruct: Pretraining of Language Models for Structure Prediction | ✓ Link | 92.2 | 94.6 | 93.6 | 96.4 | DeepStruct multi-task | 2022-05-21 | |
| DeepStruct: Pretraining of Language Models for Structure Prediction | ✓ Link | 67.6 | 66.4 | 72.4 | 70.8 | Deepstruct zero-shot | 2022-05-21 | |
| Zero-Shot Information Extraction as a Unified Text-to-Triple Translation | ✓ Link | 48.8 | DeepEx (zero-shot top-1) | 2021-09-23 | ||||
| Zero-Shot Information Extraction as a Unified Text-to-Triple Translation | ✓ Link | 92.9 | DeepEx (zero-shot top-10) | 2021-09-23 |