Multimodal Text Generation on Next-preference 30% missing ratio
13.86BLEU Score (30% Missing)FediLoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FediLoRAEvaluation Protocol=Personalized2025.09 | 13.86 | 33.65 | |
| FediLoRAEvaluation Protocol=Global2025.09 | 11.21 | 33.52 | |
| HetLoRAEvaluation Protocol=Personalized2025.09 | 11.15 | 29.94 | |
| FLoRAEvaluation Protocol=Personalized2025.09 | 10.3 | 24.69 | |
| HetLoRAEvaluation Protocol=Global2025.09 | 10.29 | 32.96 | |
| FLoRAEvaluation Protocol=Global2025.09 | 9.96 | 32.7 |