Direct Preference Optimization on WebGPT
58.92AccuracyFedPDPO
Evaluation results
| Method | Links | |
|---|---|---|
| FedPDPODomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 58.92 | |
| FedPerDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 55.38 | |
| Per-FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 54.96 | |
| FedAMPDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 54.58 | |
| FedRepDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 53.96 | |
| FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=DPO2026.03 | 52.92 | |
| FedPerDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 50.12 | |
| Per-FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 49.84 | |
| FedAMPDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 49.01 | |
| FedRepDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 48.76 | |
| FedAvgDomain Setting (Cross-Domain)=Cross-Domain, Optimization Objective (PPO/DPO)=PPO2026.03 | 47.93 |