Information Extraction on MPEA
50.32Precision (P)SciSpace
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SciSpaceprotocol=Zero-shot2026.03 | 50.32 | 8.6 | 14.69 | 10 | |
| SciSpaceprotocol=ICL (Static)2026.03 | 47.62 | 8.14 | 13.9 | 12 | |
| SciSpaceEvaluation Protocol=Zero-shot2026.03 | 47.06 | 7.71 | 13.26 | 24 | |
| SciSpaceEvaluation Protocol=ICL (Static)2026.03 | 47.06 | 7.71 | 13.26 | 24 | |
| SCILIREEvaluation Protocol=ICL (Dynamic), Model Version=ICL large2026.03 | 39.59 | 45.35 | 42.27 | 74 | |
| SCILIREEvaluation Protocol=Zero-shot, Model Version=ICL large2026.03 | 39.13 | 42.33 | 40.67 | 73 | |
| SCILIREprotocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.03 | 31.92 | 29.45 | 30.64 | 74 | |
| SCILIREprotocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.03 | 31.12 | 27.56 | 29.23 | 74 | |
| ElicitEvaluation Protocol=Zero-shot2026.03 | 0 | 0 | 0 | 22 | |
| ElicitEvaluation Protocol=ICL (Static)2026.03 | 0 | 0 | 0 | 29 |