Relation Extraction on CodRED Closed Setting
45.353Micro F1HCRE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HCREBackbone=LLaMA-3.1-8B2026.04 | 45.353 | 58.193 | |
| NEPDBackbone=RoBERTa-large2026.04 | 42.96 | 52.67 | |
| KXDocREBackbone=RoBERTa-large2026.04 | 42.55 | 45.36 | |
| ECRIMBackbone=RoBERTa-large2026.04 | 42.54 | 49.47 | |
| End-to-EndBackbone=RoBERTa-large2026.04 | 41.45 | 47.99 | |
| REICBackbone=RoBERTa-large2026.04 | 40.17 | 48.74 | |
| ECRIMBackbone=BERT-base2026.04 | 39.25 | 42.98 | |
| REICBackbone=BERT-base2026.04 | 38.75 | 46.25 | |
| VanillaBackbone=LLaMA-3.1-8B2026.04 | 38.14 | 41.43 | |
| KXDocREBackbone=BERT-base2026.04 | 37.53 | 38.25 | |
| DFS-L.Backbone=LLaMA-3.1-8B2026.04 | 36.83 | 42.74 | |
| BFS-L.Backbone=LLaMA-3.1-8B2026.04 | 35.55 | 41.95 | |
| End-to-EndBackbone=BERT-base2026.04 | 33.33 | 41.76 | |
| NEPDBackbone=BERT-base2026.04 | 25.77 | 32 | |
| Rs-ICLBackbone=GPT-4o-mini2026.04 | 11.22 | 39.26 |