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Machine Text Detection on Story

0.998Rewrite AUC (Claude 3.5)

Learn-to-Distance

Updated 4d ago

Evaluation Results

Method	Links
Learn-to-Distance 2026.01		0.998	0.959	0.99	0.982	0.997	0.999	0.977	0.991	0.99	0.999	0.999	0.996
ImBD 2026.01		0.949	0.904	0.973	0.942	0.984	0.989	0.974	0.983	0.973	0.986	0.996	0.985
RAIDAR 2026.01		0.86	0.837	0.851	0.849	0.757	0.799	0.735	0.764	0.814	0.83	0.889	0.844
BARTScore 2026.01		0.767	0.706	0.566	0.68	0.724	0.754	0.685	0.721	0.708	0.733	0.674	0.705
IDE 2026.01		0.616	0.61	0.632	0.619	0.575	0.65	0.673	0.633	0.58	0.579	0.609	0.589
RADAR 2026.01		0.597	0.614	0.51	0.574	0.507	0.756	0.827	0.697	0.56	0.513	0.619	0.564
Binoculars 2026.01		0.595	0.663	0.755	0.671	0.674	0.739	0.806	0.74	0.624	0.832	0.927	0.794
RoBERTa 2026.01		0.588	0.586	0.66	0.611	0.54	0.504	0.539	0.527	0.571	0.569	0.657	0.599
FDGPT 2026.01		0.571	0.635	0.743	0.65	0.655	0.735	0.808	0.733	0.603	0	0.918	0.507
LRR 2026.01		0.556	0.54	0.596	0.564	0.57	0.728	0.739	0.679	0.504	0.563	0.632	0.566
Likelihood 2026.01		0.502	0.532	0.587	0.541	0.623	0.74	0.814	0.725	0.512	0.656	0.702	0.623