Relation Extraction on CrossRE
16.22F1 Score (p)SMADE-IE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SMADE-IEBackbone=GPT-3.5-Turbo-0125, Prompting Strategy=multi-agent debate2026.06 | 16.22 | — | — | 12.25 | |
| One-StepBackbone=GPT-3.5-Turbo-0125, Prompting Strategy=each-type prompting2026.06 | 12 | — | — | 8.31 | |
| CROSSAGENTIEBackbone=GPT-3.5-Turbo-0125, Prompting Strategy=multi-agent debate2026.06 | 11.81 | — | — | 8.57 | |
| G&OBackbone=GPT-3.5-Turbo-0125, Prompting Strategy=each-type prompting2026.06 | 8.9 | — | — | 7.01 | |
| AEiOBackbone=GPT-3.5-Turbo-0125, Prompting Strategy=monolithic prompting2026.06 | 4.79 | — | — | 3.56 | |
| GLiNER-RelexEntities=predicted2026.05 | — | 18.1 | 25.6 | — | |
| GLiNER2Entities=predicted2026.05 | — | 6 | 17.8 | — | |
| GLiRELEntities=gold2026.05 | — | 1.4 | 8.1 | — | |
| GPT-5-miniEntities=prompted2026.05 | — | 12.4 | 22.1 | — |