Classification on Temporal heterogeneity synthetic datasets
87.57Mean AccuracyIRM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IRMEnv Partition=Yes, ps(t)=0.999, 0.7, pv=0.92022.03 | 87.57 | 85.47 | |
| ZINEnv Partition=No, ps(t)=0.999, 0.7, pv=0.92022.03 | 87.5 | 85.36 | |
| IRMEnv Partition=Yes, ps(t)=0.999, 0.8, pv=0.92022.03 | 86.57 | 83.25 | |
| ZINEnv Partition=No, ps(t)=0.999, 0.8, pv=0.92022.03 | 86.35 | 82.91 | |
| IRMEnv Partition=Yes, ps(t)=0.999, 0.9, pv=0.92022.03 | 83.99 | 76.48 | |
| ZINEnv Partition=No, ps(t)=0.999, 0.9, pv=0.92022.03 | 83.71 | 75.89 | |
| IRMEnv Partition=Yes, ps(t)=0.999, 0.7, pv=0.82022.03 | 77.99 | 75.65 | |
| ZINEnv Partition=No, ps(t)=0.999, 0.7, pv=0.82022.03 | 77.85 | 75.39 | |
| IRMEnv Partition=Yes, ps(t)=0.999, 0.8, pv=0.82022.03 | 77 | 73.39 | |
| ZINEnv Partition=No, ps(t)=0.999, 0.8, pv=0.82022.03 | 76.79 | 72.77 | |
| ERMEnv Partition=No, ps(t)=0.999, 0.7, pv=0.92022.03 | 75.37 | 57.31 | |
| IRMEnv Partition=Yes, ps(t)=0.999, 0.9, pv=0.82022.03 | 73.84 | 65.33 | |
| ZINEnv Partition=No, ps(t)=0.999, 0.9, pv=0.82022.03 | 73.55 | 64.69 | |
| EIILEnv Partition=No, ps(t)=0.999, 0.9, pv=0.82022.03 | 70.1 | 59.36 | |
| ERMEnv Partition=No, ps(t)=0.999, 0.8, pv=0.92022.03 | 68.72 | 41.97 | |
| EIILEnv Partition=No, ps(t)=0.999, 0.8, pv=0.82022.03 | 68.36 | 56.35 | |
| EIILEnv Partition=No, ps(t)=0.999, 0.7, pv=0.82022.03 | 64.89 | 49.15 | |
| EIILEnv Partition=No, ps(t)=0.999, 0.9, pv=0.92022.03 | 61.99 | 53.81 | |
| ERMEnv Partition=No, ps(t)=0.999, 0.9, pv=0.92022.03 | 60.61 | 23.39 | |
| ERMEnv Partition=No, ps(t)=0.999, 0.7, pv=0.82022.03 | 59.65 | 25.81 | |
| ERMEnv Partition=No, ps(t)=0.999, 0.8, pv=0.82022.03 | 55.9 | 15.07 | |
| ERMEnv Partition=No, ps(t)=0.999, 0.9, pv=0.82022.03 | 52.85 | 7.57 | |
| EIILEnv Partition=No, ps(t)=0.999, 0.8, pv=0.92022.03 | 50.77 | 46.67 | |
| HRMEnv Partition=No, ps(t)=0.999, 0.8, pv=0.82022.03 | 50.01 | 49.99 | |
| HRMEnv Partition=No, ps(t)=0.999, 0.7, pv=0.92022.03 | 50 | 49.99 | |
| HRMEnv Partition=No, ps(t)=0.999, 0.8, pv=0.92022.03 | 50 | 49.98 | |
| HRMEnv Partition=No, ps(t)=0.999, 0.9, pv=0.92022.03 | 50 | 49.98 | |
| HRMEnv Partition=No, ps(t)=0.999, 0.9, pv=0.82022.03 | 49.99 | 49.97 | |
| HRMEnv Partition=No, ps(t)=0.999, 0.7, pv=0.82022.03 | 49.98 | 49.93 | |
| EIILEnv Partition=No, ps(t)=0.999, 0.7, pv=0.92022.03 | 38.41 | 16.8 |