Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TTM-RE | 84.01 | Yes | TTM-RE: Memory-Augmented Document-Level Relation... | 2024-06-09 | Code |
| 2 | DREEAM | 80.73 | No | DREEAM: Guiding Attention with Evidence for Impr... | 2023-02-17 | Code |
| 3 | HingeABL | 79.79 | No | - | - | Code |
| 4 | SSR-PU | 78.86 | No | A Unified Positive-Unlabeled Learning Framework ... | 2022-10-17 | Code |
| 5 | KD-DocRE | 78.28 | No | Document-Level Relation Extraction with Adaptive... | 2022-03-21 | Code |
| 6 | DocuNET | 77.87 | No | Document-level Relation Extraction as Semantic S... | 2021-06-07 | Code |
| 7 | ATLOP | 77.56 | No | Document-Level Relation Extraction with Adaptive... | 2020-10-21 | Code |
| 8 | JEREX | 72.57 | No | An End-to-end Model for Entity-level Relation Ex... | 2021-02-11 | Code |