Information Extraction on TDMS
18.12PrecisionSCILIRE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCILIREprotocol=ICL (Dynamic), backbone=GPT-5, ICL Setting=large2026.03 | 18.12 | 40.38 | 25.02 | 15.05 | |
| SCILIREEvaluation Protocol=ICL (Dynamic), Model Version=ICL large2026.03 | 7.94 | 22.73 | 11.76 | 11.08 | |
| SCILIREprotocol=Zero-shot, backbone=GPT-5, ICL Setting=large2026.03 | 6.95 | 18.75 | 10.14 | 11.94 | |
| ElicitEvaluation Protocol=ICL (Static)2026.03 | 5 | 2.27 | 3.13 | 7.7 | |
| SCILIREEvaluation Protocol=Zero-shot, Model Version=ICL large2026.03 | 2.4 | 11.36 | 3.97 | 9.42 | |
| SciSpaceprotocol=Zero-shot2026.03 | 0.08 | 0.03 | 0.04 | 2.22 | |
| SciSpaceEvaluation Protocol=Zero-shot2026.03 | 0 | 0 | 0 | 2.97 | |
| SciSpaceEvaluation Protocol=ICL (Static)2026.03 | 0 | 0 | 0 | 4.36 | |
| ElicitEvaluation Protocol=Zero-shot2026.03 | 0 | 0 | 0 | 5.43 | |
| SciSpaceprotocol=ICL (Static)2026.03 | 0 | 0 | 0 | 3.02 |