Lithography Hotspot Detection on FAB
88.89AccuracyFedKD-hybrid
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedKD-hybridUpdate Setting=Synchronous2025.01 | 88.89 | 93.96 | 11.31 | |
| FedKD-hybridUpdate Protocol=Asynchronous2025.01 | 88.81 | 90.71 | 11.28 | |
| HFL-LAUpdate Setting=Synchronous2025.01 | 87.04 | 86.15 | 12.92 | |
| FedMDUpdate Setting=Synchronous2025.01 | 86.98 | 84.48 | 12.9 | |
| FedGKDUpdate Setting=Synchronous2025.01 | 85.31 | 80.63 | 14.47 | |
| FedMDUpdate Protocol=Asynchronous2025.01 | 82.77 | 85.56 | 17.36 | |
| LocalTrainingUpdate Setting=Synchronous2025.01 | 82.31 | 85.91 | 17.86 | |
| FedPerUpdate Setting=Synchronous2025.01 | 78.26 | 77.57 | 21.71 | |
| FedProxUpdate Protocol=Asynchronous2025.01 | 77.65 | 71.24 | 22.05 | |
| FedProxUpdate Setting=Synchronous2025.01 | 77.08 | 69.45 | 22.57 | |
| FedGKDUpdate Protocol=Asynchronous2025.01 | 76.81 | 74.16 | 23.07 | |
| HFL-LAUpdate Protocol=Asynchronous2025.01 | 76.14 | 78.29 | 23.96 | |
| FedPerUpdate Protocol=Asynchronous2025.01 | 71.42 | 75.96 | 28.79 | |
| FedAvgUpdate Protocol=Asynchronous2025.01 | 60.91 | 69.16 | 39.47 | |
| FedAvgUpdate Setting=Synchronous2025.01 | 55.84 | 58.02 | 44.26 |