TSP Graph Sparsification on TSP500 EUC_2D uniform distribution
5.156Edge Density (E/N)Union
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UnionComponents=α-Nearest + POPMUSIC2026.04 | 5.156 | 100 | |
| AttGCNMethod Type=Neural Sparsification2026.04 | 4.775 | 99.19 | |
| DIFUSCOMethod Type=Neural Sparsification2026.04 | 4.513 | 99.46 | |
| DIMESMethod Type=Neural Sparsification2026.04 | 3.691 | 96.35 | |
| Union + LRComponents=α-Nearest + POPMUSIC, Stage 2 ML=Logistic Regression2026.04 | 2.796 | 99.52 | |
| Union + XGBoostComponents=α-Nearest + POPMUSIC, Stage 2 ML=XGBoost2026.04 | 2.709 | 99.91 | |
| Union + SVMComponents=α-Nearest + POPMUSIC, Stage 2 ML=SVM2026.04 | 2.154 | 98.61 |