ResearchBenchmarksBinary Classification on Extreme climate news dataset (test)Binary Classification on Extreme climate news dataset (test)Follow80.8PrecisionTM-P33.16845.53457.970.266May 5, 2026Evaluation resultsMethodMethodLinksPrecisionRecallF1 ScoreMain Sample CountTM-Ptype=Topic Modeltype=Topic Model2026.0580.839.653.247TM-Btype=Topic Modeltype=Topic Model2026.057164.967.855majoritystrategy=votingstrategy=voting2026.0570.18978.458fine-tunedapproach=text embeddingsapproach=text embeddings2026.0564.785.373.657TM-F1type=Topic Modeltype=Topic Model2026.0563.77167.256llm2026.0558.397.67358baseline2026.053510051.958