Machine Text Detection on Story benchmark leaderboard · SOTA2 Research

Machine Text Detection on Story

0.998Rewrite AUC (Claude 3.5)Learn-to-Distance

Evaluation Results

Method	Links
Learn-to-Distance2026.01		0.998	0.959	0.99	0.982	0.997	0.999	0.977	0.991	0.99	0.999	0.999	0.996
ImBD2026.01		0.949	0.904	0.973	0.942	0.984	0.989	0.974	0.983	0.973	0.986	0.996	0.985
RAIDAR2026.01		0.86	0.837	0.851	0.849	0.757	0.799	0.735	0.764	0.814	0.83	0.889	0.844
BARTScore2026.01		0.767	0.706	0.566	0.68	0.724	0.754	0.685	0.721	0.708	0.733	0.674	0.705
IDE2026.01		0.616	0.61	0.632	0.619	0.575	0.65	0.673	0.633	0.58	0.579	0.609	0.589
RADAR2026.01		0.597	0.614	0.51	0.574	0.507	0.756	0.827	0.697	0.56	0.513	0.619	0.564
Binoculars2026.01		0.595	0.663	0.755	0.671	0.674	0.739	0.806	0.74	0.624	0.832	0.927	0.794
RoBERTa2026.01		0.588	0.586	0.66	0.611	0.54	0.504	0.539	0.527	0.571	0.569	0.657	0.599
FDGPT2026.01		0.571	0.635	0.743	0.65	0.655	0.735	0.808	0.733	0.603	0	0.918	0.507
LRR2026.01		0.556	0.54	0.596	0.564	0.57	0.728	0.739	0.679	0.504	0.563	0.632	0.566
Likelihood2026.01		0.502	0.532	0.587	0.541	0.623	0.74	0.814	0.725	0.512	0.656	0.702	0.623