Makespan prediction on BOTS and PolyBench
0.45RMSEGraphPerf-RT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GraphPerf-RT2025.12 | 0.45 | 0.24 | 0.81 | 0.95 | |
| HGTEnsemble=5x2025.12 | 0.62 | 0.43 | 0.79 | 0.9 | |
| HGTUncertainty technique=MC Dropout2025.12 | 0.64 | 0.44 | 0.78 | 0.89 | |
| HGT2025.12 | 0.65 | 0.45 | 0.78 | 0.89 | |
| GCN2025.12 | 0.71 | 0.5 | 0.77 | 0.87 | |
| MLP2025.12 | 0.83 | 0.59 | 0.75 | 0.83 | |
| Random Forest2025.12 | 0.98 | 0.72 | 0.74 | 0.78 | |
| Linear Reg.2025.12 | 1.21 | 0.89 | 0.67 | 0.71 |