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Machine Text Detection on Wiki

0.979Claude 3.5 Rewrite AUC

Learn-to-Distance

Updated 4d ago

Evaluation Results

Method	Links
Learn-to-Distance 2026.01		0.979	0.977	0.973	0.976	0.983	0.993	0.99	0.989	0.981	0.982	0.986	0.983
RAIDAR 2026.01		0.926	0.936	0.919	0.927	0.854	0.853	0.877	0.861	0.859	0.918	0.953	0.91
ImBD 2026.01		0.913	0.931	0.968	0.937	0.904	0.979	0.995	0.959	0.94	0.966	0.987	0.965
BARTScore 2026.01		0.76	0.634	0.52	0.638	0.785	0.592	0.529	0.635	0.605	0.59	0.615	0.603
RoBERTa 2026.01		0.635	0.659	0.759	0.684	0.565	0.59	0.522	0.559	0.638	0.74	0.782	0.72
Binoculars 2026.01		0.608	0.667	0.762	0.679	0.619	0.717	0.862	0.733	0.571	0.768	0.793	0.711
FDGPT 2026.01		0.587	0.646	0.739	0.658	0.597	0.712	0.867	0.725	0.557	0.748	0.791	0.699
IDE 2026.01		0.565	0.621	0.613	0.6	0.584	0.712	0.682	0.659	0.573	0.642	0.699	0.638
RADAR 2026.01		0.533	0.507	0.62	0.553	0.541	0.814	0.933	0.763	0.55	0.564	0.68	0.598
LRR 2026.01		0.532	0.508	0.54	0.527	0.541	0.612	0.695	0.616	0.522	0.508	0.536	0.522
Likelihood 2026.01		0.519	0.532	0.562	0.538	0.546	0.553	0.649	0.583	0.505	0.512	0.533	0.517