Direct Preference Optimization on Code-Vulnerability-Security 3 clients
96.92AccuracyFedPDPO
Evaluation results
| Method | Links | |
|---|---|---|
| FedPDPODomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=DPO2026.03 | 96.92 | |
| FedPerDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=DPO2026.03 | 95.21 | |
| FedRepDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=DPO2026.03 | 95 | |
| Per-FedAvgDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=DPO2026.03 | 94.21 | |
| FedPerDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=PPO2026.03 | 93.52 | |
| FedAvgDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=DPO2026.03 | 93.49 | |
| FedAMPDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=DPO2026.03 | 93.38 | |
| FedRepDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=PPO2026.03 | 92.86 | |
| Per-FedAvgDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=PPO2026.03 | 92.11 | |
| FedAvgDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=PPO2026.03 | 91.4 | |
| FedAMPDomain Setting (Intra-Domain)=Intra-Domain, Number of Clients=3, Optimization Objective (PPO/DPO)=PPO2026.03 | 91.2 |