Toxicity Detection on Perturbed Text benchmark leaderboard · SOTA2 Research

Toxicity Detection on Perturbed Text

85.57Performance (Insert)ContiGuard

Evaluation Results

Method	Links
ContiGuard2026.03		85.57	87.23	85.18	83.97	90.4	82.94	80.58	92.19	90.15	86.47	3
PespectiveAPI2026.03		77.2	64.61	70.48	60.51	64.84	63.29	50.93	66.38	64.37	64.73	25.9
DeTox2026.03		69.55	52.47	58.73	59.58	52.63	62.44	50.23	53.71	66.92	58.48	28.3
OpenAI Moderation2026.03		66.15	52.24	61.13	56.49	50.78	59.35	51	84.47	81.14	62.53	25.2
DetoxifyOriginal2026.03		61.59	63.76	61.9	57.73	56.96	59.27	56.03	71.87	75.66	62.75	29.8
ToxBERT2026.03		60.9	60.97	58.81	58.34	53.55	55.87	58.35	73.26	75.12	61.69	14.4
DetoxifyMultilingual2026.03		60.2	58.5	56.41	56.96	82.53	59.2	52.63	66.62	81.92	63.88	26.6
DetoxifyUnbiased2026.03		51.31	51	53.32	53.4	50.15	51.93	51.55	78.59	80.14	57.93	32.5
Paradetox2026.03		51.31	51.47	51.85	51.62	49.92	52.63	51.16	69.55	72.57	55.79	35.8
ToxRoBERTa2026.03		50.93	50.39	51.24	52.32	50.15	50.31	51.39	55.26	79.83	54.65	34