📊 Showing 7 results | 📏 Metric: F1
| Rank | Model | Paper | F1 | Date | Code |
|---|---|---|---|---|---|
| 1 | EXOBRAIN | Improving Sentence-Level Relation Extraction through Curriculum Learning | 91.40 | 2021-07-20 | - |
| 2 | RoBERTa-large-typed-marker | An Improved Baseline for Sentence-level Relation Extraction | 91.10 | 2021-02-02 | 📦 wzhouad/RE_improved_baseline |
| 3 | GenPT (RoBERTa) | Generative Prompt Tuning for Relation Classification | 91.10 | 2022-10-22 | 📦 hanjiale/genpt |
| 4 | SpanBERT | SpanBERT: Improving Pre-training by Representing and Predicting Spans | 85.30 | 2019-07-24 | 📦 facebookresearch/SpanBERT 📦 mandarjoshi90/coref 📦 zixinzeng-jennifer/spanbert_trans |
| 5 | C-GCN | Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | 80.30 | 2018-09-26 | 📦 qipeng/gcn-over-pruned-trees |
| 6 | RAG4RE | Retrieval-Augmented Generation-based Relation Extraction | 73.30 | 2024-04-20 | 📦 sefeoglu/rag4re |
| 7 | LLM-QA4RE (XXLarge) | Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors | 66.50 | 2023-05-18 | 📦 osu-nlp-group/qa4re |