Model Selection on 15 datasets (average)
83.5Identification Accuracy (8% Budget)SySRs
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SySRs2026.06 | 83.5 | 95.1 | 98.5 | 99.6 | 99.9 | 99.9 | 100 | |
| SyUCB-Ea=1.02026.06 | 83.4 | 89.4 | 92.8 | 96.1 | 98 | 98.7 | 98.9 | |
| UCB-Ea=1.02026.06 | 80.9 | 86.8 | 89.9 | 95.3 | 97.5 | 98 | 98.3 | |
| SR2026.06 | 72.4 | 89.7 | 95.9 | 98.2 | 99.3 | 99.8 | 99.9 | |
| SyUCB-Ea=0.12026.06 | 67.1 | 74 | 78.5 | 81.3 | 84.2 | 86.4 | 88.4 | |
| SyUCB-Ea=10.02026.06 | 61.4 | 73.3 | 82.8 | 89.3 | 92.1 | 93.5 | 95.1 | |
| UCB-Ea=0.12026.06 | 61 | 66.9 | 70.7 | 73 | 75.8 | 77.7 | 80.1 | |
| UCB-Ea=10.02026.06 | 51.9 | 63.3 | 75.5 | 85.2 | 91.1 | 91.8 | 93 | |
| UCB-E-LRFWarm-up strategy=5% Warm-up2026.06 | 47.2 | 60.8 | 73.2 | 81 | 85.9 | 91.7 | 93.2 | |
| UCB-E-LRFWarm-up strategy=No Warm-up2026.06 | 39.8 | 46.7 | 65.7 | 73.3 | 80.6 | 82.7 | 84.5 | |
| SyUS2026.06 | 39.1 | 46.8 | 52 | 56.5 | 61 | 65.3 | 68.7 | |
| US2026.06 | 30.2 | 36.7 | 42 | 45.3 | 50.5 | 54.2 | 58 |