Anatomy Classification on PubMed synthetic data
67.24AccuracyFederated Controllable Text Generation with Refinement
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Federated Controllable Text Generation with RefinementBias=D, C, M, N, Privacy budget (epsilon)=∞, Refinement=true2026.03 | 67.24 | 67.25 | |
| Federated Controllable Text Generation with RefinementBias=C, M, N, Privacy budget (epsilon)=∞, Refinement=true2026.03 | 65.36 | 65.36 | |
| Federated Controllable Text Generation with RefinementBias=D, C, M, N, Privacy budget (epsilon)=∞, Refinement=false2026.03 | 64.2 | 64.05 | |
| Federated Controllable Text Generation with RefinementBias=M, N, Privacy budget (epsilon)=∞, Refinement=true2026.03 | 63.24 | 62.22 | |
| Federated Controllable Text Generation with RefinementBias=D, C, M, N, Privacy budget (epsilon)=8, Refinement=true2026.03 | 61.39 | 60.44 | |
| Federated Controllable Text Generation with RefinementBias=C, M, N, Privacy budget (epsilon)=8, Refinement=true2026.03 | 58.35 | 57.32 | |
| Federated Controllable Text Generation with RefinementBias=C, M, N, Privacy budget (epsilon)=∞, Refinement=false2026.03 | 58.12 | 57.57 | |
| Federated Controllable Text Generation with RefinementBias=D, C, M, N, Privacy budget (epsilon)=8, Refinement=false2026.03 | 57.29 | 56.17 | |
| Federated Controllable Text Generation with RefinementBias=M, N, Privacy budget (epsilon)=∞, Refinement=false2026.03 | 55.88 | 55.26 | |
| Federated Controllable Text Generation with RefinementBias=M, N, Privacy budget (epsilon)=8, Refinement=true2026.03 | 52.46 | 51.23 | |
| Federated Controllable Text Generation with RefinementBias=C, M, N, Privacy budget (epsilon)=8, Refinement=false2026.03 | 51.28 | 50.35 | |
| Federated Controllable Text Generation with RefinementBias=M, N, Privacy budget (epsilon)=8, Refinement=false2026.03 | 48.27 | 47.19 |