Information Extraction on SciREX
14.52PrecisionSCILIRE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCILIREprotocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.03 | 14.52 | 24.61 | 18.27 | 11.63 | |
| SCILIREEvaluation Protocol=ICL (Dynamic), Model Version=ICL large2026.03 | 12.43 | 34.07 | 18.22 | 14.21 | |
| ElicitEvaluation Protocol=ICL (Static)2026.03 | 12 | 4.44 | 6.49 | 6.8 | |
| SCILIREprotocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.03 | 2.8 | 5.29 | 3.66 | 7.16 | |
| SCILIREEvaluation Protocol=Zero-shot, Model Version=ICL large2026.03 | 2.09 | 5.19 | 2.98 | 8.09 | |
| ElicitEvaluation Protocol=Zero-shot2026.03 | 2 | 0.74 | 1.08 | 3.73 | |
| SciSpaceEvaluation Protocol=Zero-shot2026.03 | 0 | 0 | 0 | 2.97 | |
| SciSpaceEvaluation Protocol=ICL (Static)2026.03 | 0 | 0 | 0 | 2.97 | |
| SciSpaceprotocol=Zero-shot2026.03 | 0 | 0 | 0 | 1.3 | |
| SciSpaceprotocol=ICL (Static)2026.03 | 0 | 0 | 0 | 1.91 |