Ethical Violation Location on ETHICSCAFF benchmark leaderboard · SOTA2 Research

Ethical Violation Location on ETHICSCAFF

66.7PrecisionQwen3-8B

Evaluation Results

Method	Links
Qwen3-8B2025.08		66.7	91.45	74.24	63.03	18.4
Qwen3-14B2025.08		64.62	93.32	73.25	61.65	17.41
Qwen3-14B2025.08		63.94	93.37	72.99	61.31	17.11
Llama3.1-8B2025.08		63.64	93.55	72.7	61.19	17.13
Qwen3-8B2025.08		63.18	94.06	72.7	61.16	16.7
Qwen3-14B2025.08		62.48	94.4	71.79	59.87	15.88
GPT-4o2025.08		62.19	89.93	69.48	57.63	13.68
Qwen3-14B2025.08		61.96	91.66	69.88	57.57	12.37
GPT-4o2025.08		61.9	95.17	71.76	59.59	14.1
Qwen3-14B2025.08		61.23	97.15	72.18	59.89	13.78
Qwen3-8B2025.08		60.98	91.04	69.52	57.38	12.77
DeepSeek-V3-685B2025.08		60.71	97.05	71.85	59.66	13.57
Qwen3-14B2025.08		60.66	93.62	70.26	57.86	12.5
Qwen3-14B2025.08		60.54	96.41	71.34	59.01	13.46
Llama3.1-8B2025.08		59.95	96.49	71.25	58.81	12.3
Llama3.1-8B2025.08		59.75	94.92	70.49	57.86	10.57
Claude-Sonnet-42025.08		59.57	94.67	70.04	58.04	13.14
Llama3.1-8B2025.08		59.4	94.31	69.91	57.28	10.01
Qwen3-8B2025.08		58.01	94.85	68.84	56.23	11.86
Qwen3-8B2025.08		56.25	95.64	68	54.98	9.94
Qwen3-8B2025.08		55.99	92.26	66.85	55.26	12.29
Qwen3-8B2025.08		54.78	60.76	53.56	40.52	3.87