Bayesian Optimization on LCBench Large
50Top-1 AccuracyPBGI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PBGIλ=10^−5, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=PBGI2025.07 | 50 | 70 | 90 | |
| LogEIPCλ=10^−3, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=LogEIPC2025.07 | 40 | 65 | 70 | |
| PBGIλ=10^−4, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=PBGI2025.07 | 40 | 70 | 80 | |
| LogEIPCλ=10^−4, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=LogEIPC2025.07 | 30 | 50 | 85 | |
| PBGIλ=10^−3, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=PBGI2025.07 | 20 | 70 | 80 | |
| LogEIPCλ=10^−5, Stopping Rule=PBGI/LogEIPC (proposed), Acquisition Function=LogEIPC2025.07 | 20 | 50 | 85 |