Stereotype Bias Evaluation on StereoSet (test) benchmark leaderboard · SOTA2 Research

Stereotype Bias Evaluation on StereoSet (test)

77.12Gender SSAuto-Debias

Evaluation Results

Method	Links
Auto-Debias2026.02		77.12	92.19	42.19	61.5	91.27	70.27	70.08	91.6	54.81	60	94.94	75.95
IG22026.02		76.03	94.53	45.31	45.96	66.94	61.54	51.81	68.15	65.68	51.79	70.89	68.35
Base2026.02		72.36	96.09	53.12	60	92.52	74.01	69.39	93.58	57.28	60.81	93.67	73.42
Prefix Prompting2026.02		72.27	92.97	51.56	55.1	91.68	82.33	64.27	92.59	66.17	52.86	88.61	83.54
FBA2026.02		68.33	93.75	59.38	55.11	89.4	80.25	65.8	94.57	64.69	55.4	93.67	83.54
BBA2026.02		68.33	93.75	59.38	54.19	84.41	77.34	59.08	85.68	70.12	54.93	89.87	81.01
DDP2026.02		66.39	95.31	64.06	58.65	92.52	76.5	66.93	94.07	62.22	63.24	86.08	63.29
Self-Debiasing2026.02		42.7	69.53	59.37	48.09	70.89	68.19	56.51	72.1	62.72	55.93	74.68	65.82