ResearchBenchmarksPoint Classification on Planar shapes 250 samplesFollow99.67F1 ScoreTUN14.993236.976658.9680.9434Dec 16, 2025Evaluation ResultsMethodMethodLinksF1 ScoreAccuracyPrecisionRecallTUN2025.1299.6799.9699.7799.57LightGBM2025.1298.9399.8898.1999.7MLP2025.1275.3697.7696.7761.872-means2025.1264.5594.8352.1384.74SVM2025.1235.295.6198.0221.48CSConfidence Level=0.5Confidence Level=0.52025.1225.0595.2196.1514.4CSConfidence Level=0.9Confidence Level=0.92025.1218.2594.9896.5510.08