Machine Text Detection on News benchmark leaderboard · SOTA2 Research

Machine Text Detection on News

1Claude 3.5 Rewrite AUCLearn-to-Distance

Evaluation Results

Method	Links
Learn-to-Distance2026.01		1	0.995	1	0.998	1	1	1	1	1	1	1	1
ImBD2026.01		0.941	0.928	0.99	0.953	0.966	0.999	0.999	0.988	0.937	0.977	0.99	0.968
RAIDAR2026.01		0.912	0.885	0.926	0.908	0.867	0.891	0.873	0.877	0.864	0.882	0.949	0.898
RADAR2026.01		0.744	0.805	0.912	0.821	0.774	0.966	0.994	0.911	0.807	0.858	0.92	0.862
BARTScore2026.01		0.728	0.583	0.563	0.625	0.653	0.526	0.549	0.576	0.567	0.606	0.671	0.615
IDE2026.01		0.606	0.686	0.726	0.673	0.577	0.736	0.696	0.67	0.608	0.672	0.716	0.665
Likelihood2026.01		0.598	0.604	0.645	0.616	0.572	0.587	0.539	0.566	0.594	0.579	0.732	0.635
LRR2026.01		0.594	0.626	0.636	0.619	0.633	0.62	0.559	0.604	0.656	0.601	0.717	0.658
Binoculars2026.01		0.555	0.634	0.709	0.633	0.535	0.567	0.631	0.578	0.507	0.632	0.589	0.576
RoBERTa2026.01		0.544	0.524	0.546	0.538	0.509	0.532	0.568	0.536	0.501	0.566	0.567	0.545
FDGPT2026.01		0.524	0.61	0.686	0.607	0.508	0.561	0.641	0.57	0.507	0.617	0.586	0.57