Bayesian Optimization on LCBench (all datasets)
31.4Top-1 AccuracyLogEIPC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LogEIPCλ=10^−3, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=LogEIPC2025.07 | 31.4 | 45.7 | 62.8 | |
| PBGIλ=10^−4, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=PBGI2025.07 | 28.6 | 51.5 | 62.9 | |
| PBGIλ=10^−5, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=PBGI2025.07 | 28.6 | 51.5 | 74.4 | |
| LogEIPCλ=10^−4, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=LogEIPC2025.07 | 22.9 | 45.8 | 68.7 | |
| PBGIλ=10^−3, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=PBGI2025.07 | 20 | 48.6 | 60 | |
| LogEIPCλ=10^−5, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=LogEIPC2025.07 | 20 | 48.6 | 71.5 |