Direct Preference Optimization on PyDPO
91.47AccuracyFedPDPO
Evaluation results
| Method | Links | |
|---|---|---|
| FedPDPODomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 91.47 | |
| FedPerDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 88.42 | |
| Per-FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 87.36 | |
| FedRepDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 86.71 | |
| FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 85.53 | |
| FedAMPDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 83.93 | |
| FedPerDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 83.21 | |
| Per-FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 81.76 | |
| FedRepDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 81.09 | |
| FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 80.12 | |
| FedAMPDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 78.43 |