ResearchBenchmarksPoint Classification on TPMS 500 samplesPoint Classification on TPMS 500 samplesFollow99.87F1 ScoreTUN-3.994822.970149.93576.8999Dec 16, 2025Evaluation resultsMethodMethodLinksF1 ScoreAccuracyPrecisionRecallTUN2025.1299.8799.9799.8599.88LightGBM2025.1298.9299.7698.3199.55MLP2025.1272.6295.2795.1159.092-means2025.1247.6582.3134.9874.74SVM2025.1212.1289.6973.836.63CSConfidence Level=0.5Confidence Level=0.52025.12089.2300CSConfidence Level=0.9Confidence Level=0.92025.12089.2300