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ResearchFormerly WizWand

Information Extraction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

SuperMat 10-PDF subsample

26.8F1 Score

6

Mar 16, 2026

AE 10-PDF subsample

21.23F1 Score

6

Mar 16, 2026

SE 10-PDF subsample

45.25F1 Score

6

Mar 16, 2026

PPE 10-PDF subsample

62.69F1 Score

6

Mar 16, 2026

OPE 10-PDF subsample

0.207F1 Score

6

Mar 16, 2026

BRENDA_ribozyme 10-PDF subsample

30.95F1 Score

6

Mar 16, 2026

BRENDA_enzyme 10-PDF subsample

47.44F1 Score

6

Mar 16, 2026

PolyIE 10-PDF subsample

18.58F1 Score

6

Mar 16, 2026

PNCExtract 10-PDF subsample

34.96F1 Score

6

Mar 16, 2026

MRL 10-PDF subsample

1.75F1 Score

6

Mar 16, 2026

MMD 10-PDF subsample

8.65F1 Score

6

Mar 16, 2026

Doping 10-PDF subsample

12.12F1 Score

6

Mar 16, 2026

CCRMG 10-PDF subsample

22.22F1 Score

6

Mar 16, 2026

YSHEAY 10-PDF subsample

13.33F1 Score

6

Mar 16, 2026

Diffusion 10-PDF subsample

0.087F1 Score

6

Mar 16, 2026

MPEA 10-PDF subsample

42.27F1 Score

6

Mar 16, 2026

SciREX 10-PDF subsample

18.22F1 Score

6

Mar 16, 2026

TDMS 10-PDF subsample

11.76F1 Score

6

Mar 16, 2026

51.6Precision

6

Mar 16, 2026

23.94Precision

6

Mar 16, 2026

49.41Precision

6

Mar 16, 2026

52.5Precision

6

Mar 16, 2026

30Precision

6

Mar 16, 2026

BRENDA ribozyme

30.75Precision

6

Mar 16, 2026

65.2Precision

6

Mar 16, 2026