ResearchBenchmarksPoint Classification on CAD models 500 samplesPoint Classification on CAD models 500 samplesFollow99.78F1 ScoreTUN7.209631.242355.27579.3077Dec 16, 2025Evaluation resultsMethodMethodLinksF1 ScoreAccuracyPrecisionRecallTUN2025.1299.7899.9899.6299.92LightGBM2025.1296.8899.7695.2198.7MLP2025.1257.4397.7695.3441.592-means2025.1244.7892.9231.5377.25SVM2025.1214.8896.1943.638.97CSConfidence Level=0.5Confidence Level=0.52025.1212.3996.5297.626.62CSConfidence Level=0.9Confidence Level=0.92025.1210.7796.4997.255.7