Multi-hop Question Answering on 2WikiMultiHopQA subsampled to 300 Q&A instances
52.07Bridge F1FedMosaic
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedMosaicType=Ours, Backbone=LLaMA3-8B-Instruct2026.02 | 52.07 | 62.37 | 28.59 | 15.84 | |
| FedITType=FedFT, Backbone=LLaMA3-8B-Instruct2026.02 | 49.95 | 61.05 | 26.77 | 13.11 | |
| FLoRAType=FedFT, Backbone=LLaMA3-8B-Instruct2026.02 | 47.01 | 57.14 | 23.55 | 11.38 | |
| ReActType=Local, Backbone=LLaMA3-8B-Instruct2026.02 | 34.32 | 40.22 | 20.93 | 7.46 | |
| MKPQAType=FedRAG, Backbone=LLaMA3-8B-Instruct2026.02 | 22.38 | 40.11 | 27.97 | 9.32 | |
| PRAGType=Param., Backbone=LLaMA3-8B-Instruct2026.02 | 18.12 | 25.27 | 8.29 | 2.71 |