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ResearchFormerly WizWand

LGT Detection

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Fast-DetectGPT XSum (test)

100AUROC

96

Feb 26, 2026

Fast-DetectGPT PubMed (test)

0.97AUROC

96

Feb 26, 2026

WritingPrompts small Fast-DetectGPT benchmark (test)

99.9AUROC

54

Feb 26, 2026

WritingPrompts-small Fast-DetectGPT benchmark

99.9AUROC

54

Feb 26, 2026

XSum Fast-DetectGPT benchmark

100AUROC

54

Feb 26, 2026

PubMed Fast-DetectGPT benchmark

0.97AUROC

54

Feb 26, 2026

MGTBench WritingPrompts

100AUROC

45

Feb 26, 2026

Fast-DetectGPT WP-s (test)

100AUROC

42

Feb 26, 2026

Binoculars + kNNProxy

99.6GPT-3.5 AUROC

16

Apr 3, 2026