Information Extraction on PolyIE
17.24PrecisionSCILIRE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCILIREEvaluation Protocol=ICL (Dynamic), Model Version=ICL large2026.03 | 17.24 | 20.15 | 18.58 | 15.11 | |
| SCILIREprotocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.03 | 15.88 | 21.69 | 18.34 | 15.75 | |
| ElicitEvaluation Protocol=ICL (Static)2026.03 | 13.33 | 0.38 | 0.74 | 7.33 | |
| SCILIREprotocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.03 | 11.43 | 19.04 | 14.29 | 15.67 | |
| SCILIREEvaluation Protocol=Zero-shot, Model Version=ICL large2026.03 | 10.56 | 14.04 | 12.05 | 13.6 | |
| SciSpaceEvaluation Protocol=Zero-shot2026.03 | 0 | 0 | 0 | 4.71 | |
| SciSpaceEvaluation Protocol=ICL (Static)2026.03 | 0 | 0 | 0 | 4.89 | |
| ElicitEvaluation Protocol=Zero-shot2026.03 | 0 | 0 | 0 | 4 | |
| SciSpaceprotocol=Zero-shot2026.03 | 0 | 0 | 0 | 5.12 | |
| SciSpaceprotocol=ICL (Static)2026.03 | 0 | 0 | 0 | 4.95 |