Toxicity Detection on CivilComments BERT (test) benchmark leaderboard · SOTA2 Research

Toxicity Detection on CivilComments BERT (test)

0.57Oracle ECEPlatt

Evaluation Results

Method	Links
Platt2026.05		0.57	8.02	0.37	0.61	9.17	0.39	90.88
Platt2026.05		0.59	8.1	0.37	0.75	10.74	0.43	90.89
Temp2026.05		0.71	8.83	0.41	0.74	10.22	0.43	90.96
Temp2026.05		0.72	8.76	0.4	0.79	11.42	0.44	90.96
Platt2026.05		1.06	5.88	0.3	1	8.31	0.32	90.9
Platt2026.05		1.08	5.52	0.25	1.09	6.7	0.25	91.2
Temp2026.05		1.22	5.69	0.27	1.22	6.68	0.28	91.22
WLMC2026.05		1.27	9.26	0.58	1.35	11.72	0.61	90.96
Platt2026.05		1.31	10.83	0.65	1.31	10.83	0.65	90.94
WLMC2026.05		1.35	9.16	0.61	1.35	9.16	0.61	90.96
WLMC2026.05		1.35	9.19	0.61	1.38	10.04	0.6	90.96
WLMC2026.05		1.46	6	0.47	1.47	6.94	0.47	91.22
ERM2026.05		1.56	6.21	0.54	1.57	7.14	0.55	91.22
Temp2026.05		1.62	8.78	0.47	1.61	10.01	0.47	90.81
ERM2026.05		1.64	9.8	0.87	1.64	9.79	0.87	90.96
ERM2026.05		1.64	9.8	0.87	1.64	9.79	0.87	90.96
ERM2026.05		1.64	9.8	0.87	1.64	9.79	0.87	90.96
WLMC2026.05		2.27	9.26	0.7	2.24	10.01	0.65	90.81
Temp2026.05		2.48	8.64	1.52	2.48	8.64	1.52	90.96
ERM2026.05		2.79	10.78	1.24	2.79	11.56	1.21	90.81