Hate Speech Classification on MHS small models benchmark leaderboard · SOTA2 Research

Hate Speech Classification on MHS small models

61.99F1 ScoreAttr. aware

Evaluation Results

Method	Links
Attr. aware2026.05		61.99	70.13	46.65	92.33
Persona2026.05		60.42	80.86	66.49	55.37
Attr. value2026.05		60.19	68.57	45.19	90.07
Definition2026.05		59.86	74.4	51.04	72.38
Attr. aware2026.05		58.53	64.4	42.25	95.22
Zero-shot2026.05		58.08	63.61	41.72	95.55
Definition2026.05		57.81	63.59	41.63	94.58
Vanilla2026.05		56.34	80.97	71.36	46.54
Vanilla2026.05		56.11	80.37	68.39	47.56
Persona2026.05		54.57	79.86	67.39	45.85
Few-shot2026.05		54.38	56.69	37.65	97.84
Few-shot2026.05		50.19	47.88	33.55	99.54
Attr. value2026.05		50.05	47.69	33.45	99.36
Zero-shot2026.05		49.05	74.5	51.86	46.54