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ResearchFormerly WizWand

Mislabel Detection on apsfail

0.971AUROCKNN
0.002760.254130.50550.75687May 5, 2026May 7, 2026May 10, 2026May 12, 2026May 15, 2026May 17, 2026May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
KNNN=10,000, d=1702026.050.971
LSH-ShapleyN=10,000, d=1702026.050.964
G-ShapleyN=10,000, d=1702026.050.783
DSN=10,000, d=1702026.050.539
DBN=10,000, d=1702026.050.491
inf2026.050.43
sv-softvariant=soft2026.050.28
bv-fastvariant=fast2026.050.22
sv-mcvariant=mc2026.050.22
beta-mcvariant=mc2026.050.22
bv-mcvariant=mc2026.050.21
sv2026.050.15
sv-uwvariant=uw2026.050.15
bv-uwvariant=uw2026.050.11
loo2026.050.1
lava2026.050.05
rand2026.050.04