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Information Extraction on MRL 10-PDF subsample

1.75F1 ScoreSCILIRE
-0.070.40250.8751.3475Mar 13, 2026

Evaluation results

MethodLinks
SCILIRETool=SCILIRE, Prompting Strategy=0-shot, Base Model=GPT-52026.031.75
SCILIRETool=SCILIRE, Prompting Strategy=ICL-D (dynamic), Base Model=GPT-52026.031.57
ElicitTool=Elicit, Prompting Strategy=ICL-S (static)2026.030.58
SciSpaceTool=SciSpace, Prompting Strategy=0-shot2026.030.13
SciSpaceTool=SciSpace, Prompting Strategy=ICL-S (static)2026.030.13
ElicitTool=Elicit, Prompting Strategy=0-shot2026.030