Lithography Hotspot Detection on ICCAD
95.67AccuracyFedKD-hybrid
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedKD-hybridUpdate Setting=Synchronous2025.01 | 95.67 | 99.01 | 4.39 | |
| FedKD-hybridUpdate Protocol=Asynchronous2025.01 | 95.64 | 98.96 | 4.42 | |
| FedMDUpdate Setting=Synchronous2025.01 | 94.22 | 98.65 | 5.86 | |
| HFL-LAUpdate Protocol=Asynchronous2025.01 | 94.02 | 98.11 | 6.05 | |
| FedMDUpdate Protocol=Asynchronous2025.01 | 92.89 | 98.85 | 7.22 | |
| FedPerUpdate Setting=Synchronous2025.01 | 92.86 | 97.38 | 7.22 | |
| HFL-LAUpdate Setting=Synchronous2025.01 | 92.39 | 98.83 | 7.73 | |
| LocalTrainingUpdate Setting=Synchronous2025.01 | 91.56 | 98.69 | 8.57 | |
| FedPerUpdate Protocol=Asynchronous2025.01 | 91.03 | 94.35 | 9.03 | |
| FedAvgUpdate Setting=Synchronous2025.01 | 90.97 | 92.94 | 9.07 | |
| FedGKDUpdate Setting=Synchronous2025.01 | 90.93 | 97.5 | 9.19 | |
| FedAvgUpdate Protocol=Asynchronous2025.01 | 89.54 | 98.09 | 10.62 | |
| FedProxUpdate Protocol=Asynchronous2025.01 | 87.81 | 85.92 | 12.16 | |
| FedGKDUpdate Protocol=Asynchronous2025.01 | 87.49 | 81.94 | 12.41 | |
| FedProxUpdate Setting=Synchronous2025.01 | 87.48 | 93.43 | 12.63 |