Uncertainty Quantification on Mixed Dataset (real and fake biographies) benchmark leaderboard · SOTA2 Research

Uncertainty Quantification on Mixed Dataset (real and fake biographies)

0.9001ROC AUCRUgen

Evaluation Results

Method	Links
RUgen2026.01		0.9001	0.7941	0.6883
RUfact2026.01		0.899	0.7874	0.6882
RUfact2026.01		0.8753	0.7145	0.6394
RUgen2026.01		0.8562	0.7304	0.6024
CCPmean2026.01		0.8025	0.5283	0.5076
CCPmax2026.01		0.7907	0.4591	0.4879
Maxprobmean2026.01		0.7853	0.5486	0.4787
Maxprobmax2026.01		0.7804	0.5237	0.4705
RUgen2026.01		0.7636	0.4854	0.4232
RUfact2026.01		0.7515	0.4347	0.396
Maxprobmean2026.01		0.7467	0.4393	0.4239
Maxprobmax2026.01		0.7413	0.3712	0.4179
RUfact2026.01		0.7393	0.5304	0.3495
LN - PE2026.01		0.7366	0.3997	0.4002
PE2026.01		0.7359	0.3981	0.399
CCPmax2026.01		0.7354	0.3457	0.3762
CCPmax2026.01		0.7349	0.3465	0.4068
LN - PE2026.01		0.7263	0.3608	0.3662
Maxprobmean2026.01		0.724	0.3467	0.388
Maxprobmean2026.01		0.7229	0.3519	0.3561
Maxprobmax2026.01		0.7226	0.3508	0.3825
CCPmax2026.01		0.7183	0.3617	0.375
Maxprobmax2026.01		0.7121	0.3512	0.3389
CCPmean2026.01		0.7119	0.3988	0.364
PE2026.01		0.7052	0.3036	0.332
RUgen2026.01		0.6905	0.4929	0.2908
CCPmean2026.01		0.6793	0.3061	0.3106
CCPmean2026.01		0.6774	0.3108	0.2835
PE2026.01		0.6571	0.2674	0.2702
LN - PE2026.01		0.6042	0.1476	0.1792
LN - PE2026.01		0.5141	0.0127	-0.0214
PE2026.01		0.5093	0.019	-0.0141