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ResearchFormerly WizWand

Vulnerability Identification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

FR (France) Grid Deep bin 1459 lines (1,000 held-out cascades)

16.3Mean Vulnerability

3

May 11, 2026

ES (Spain) Grid Deep bin (1,000 held-out cascades)

3.5Mean Vulnerability

3

May 11, 2026

DE (Germany) Grid Deep bin 827 lines (1,000 held-out cascades)

19.3Mean Vulnerability

3

May 11, 2026

GB (Great Britain) Grid Deep bin 479 lines (1,000 held-out cascades)

26.2Mean Vulnerability

3

May 11, 2026

CH (Switzerland) Grid Deep bin 171 lines (1,000 held-out cascades)

6.6Mean Vulnerability

3

May 11, 2026

PT (Portugal) Grid Deep bin 156 lines (1,000 held-out cascades)

0.1Mean Vulnerability

3

May 11, 2026

FR (France) Grid Shallow bin 1459 lines (1,000 held-out cascades)

25Mean Vulnerability

3

May 11, 2026

ES (Spain) Grid Shallow bin 832 lines (1,000 held-out cascades)

1.5Mean Vulnerability

3

May 11, 2026

DE (Germany) Grid Shallow bin 827 lines (1,000 held-out cascades)

3.9Mean Vulnerability

3

May 11, 2026

GB (Great Britain) Grid Shallow bin 479 lines (1,000 held-out cascades)

10.5Mean Vulnerability

3

May 11, 2026

CH (Switzerland) Grid Shallow bin 171 lines (1,000 held-out cascades)

1.3Mean Vulnerability

3

May 11, 2026

PT (Portugal) Grid Shallow bin 156 lines (1,000 held-out cascades)

0.11Mean Vulnerability

3

May 11, 2026