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ResearchFormerly WizWand

Machine-text detection on RAID-MovieReviews

0.96AUROCBinoculars
0.36720.52110.6750.8289Oct 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BinocularsInversion Scheme=Inversion+Neural2024.100.96
RADARInversion Scheme=Inversion+Neural2024.100.95
RADARInversion Scheme=Baseline2024.100.92
RADARInversion Scheme=Inversion+Edit-based2024.100.92
BinocularsInversion Scheme=Inversion+Edit-based2024.100.92
LogRankInversion Scheme=Inversion+Neural2024.100.91
BinocularsInversion Scheme=Baseline2024.100.91
FastDetectGPTInversion Scheme=Inversion+Neural2024.100.89
RankInversion Scheme=Inversion+Neural2024.100.84
LogRankInversion Scheme=Inversion+Edit-based2024.100.84
OpenAIInversion Scheme=Inversion+Neural2024.100.83
OpenAIInversion Scheme=Baseline2024.100.82
FastDetectGPTInversion Scheme=Inversion+Edit-based2024.100.8
OpenAIInversion Scheme=Inversion+Edit-based2024.100.77
RankInversion Scheme=Inversion+Edit-based2024.100.76
FastDetectGPTInversion Scheme=Baseline2024.100.74
EntropyInversion Scheme=Inversion+Neural2024.100.71
LogRankInversion Scheme=Baseline2024.100.66
EntropyInversion Scheme=Inversion+Edit-based2024.100.63
RankInversion Scheme=Baseline2024.100.6
EntropyInversion Scheme=Baseline2024.100.39