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ResearchFormerly WizWand

Boolean Classification on Police incident dataset

97.38Accuracy (Death)Qwen2.5-7B-lora

Evaluation results

Method	Links
Qwen2.5-7B-lora2025.12		97.38	96.63	96.82	92.7	90.31	90.91	89.75	86.63	87.4	94.82	93.4	94.77	93.68	92.33	92.66	71.15	67.35	68.18	94.39	92.82	93.21
Gemma2-9B-lora2025.12		97.26	96.31	96.72	90.51	88.26	89.37	86.63	83.77	85.17	92.6	90.16	91.36	92.84	90.53	91.67	71.46	78.42	76.54	89.34	90.54	89.62
LLaMA3-8B-CH-lora2025.12		97.23	96.85	96.92	92.67	91.82	92.03	89.76	88.23	88.61	94.63	93.32	93.64	93.55	90.46	91.22	70.55	65.78	66.96	94.27	93.85	93.95
BeiChuan2-7B-lora2025.12		97.19	96.54	96.7	92.41	89.9	90.53	89.68	87.36	87.94	94.11	92.91	93.21	93.27	91.88	92.23	71.98	68.53	69.38	92.94	90.52	91.12
ChatGLM3-6B-lora2025.12		96.84	92.69	93.64	90.52	86.88	87.78	88.45	83.15	84.46	93.51	89.76	90.68	92.91	88.36	89.51	69.34	58.94	61.43	93.21	89.48	90.4
Qwen2.5-7B-instruct2025.12		83.12	77.24	79.18	72.35	66.73	68.05	87.3	81.95	83.26	38.42	33.56	34.71	91.72	86.92	88.21	33.19	28.4	29.55	71.74	66.5	67.79
LLaMA3-8B-CH-chat2025.12		77.93	72.88	74.31	72.83	68.42	69.65	25.33	20.08	21.37	55.21	49.87	51.24	81.85	76.58	77.81	37.99	32.68	33.96	67.27	61.4	62.83