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ResearchFormerly WizWand

Wildfire Evacuation Classification on Marshall

0.933PrecisionFLARE w/Claude-3.5

Evaluation results

Method	Links
FLARE w/Claude-3.52025.02		0.933	0.918	0.926	0.91	0.906	0.91
FLARE w/GPT-4o2025.02		0.9286	0.75	0.83	0.822	0.821	0.823
FLARE w/Claude-3.52025.02		0.875	0.897	0.886	0.91	0.906	0.91
LLM Inference2025.02		0.802	0.652	0.719	0.724	0.725	0.724
Random Forest2025.02		0.77	0.81	0.78	0.76	0.76	0.76
Random Forest2025.02		0.75	0.71	0.74	0.76	0.76	0.76
Logistic Regression2025.02		0.73	0.69	0.71	0.73	0.74	0.74
Logistic Regression2025.02		0.73	0.77	0.75	0.73	0.74	0.74
FLARE w/GPT-4o2025.02		0.729	0.921	0.814	0.822	0.821	0.823
HCM2025.02		0.714	0.733	0.719	0.692	0.685	0.69
HCM2025.02		0.67	0.654	0.651	0.692	0.685	0.69
LLM Inference2025.02		0.663	0.81	0.729	0.724	0.725	0.724