Modality Retrieval on QB (Full)
94.49R@5FedLAB
Evaluation Results
| Method | Links | |
|---|---|---|
| FedLABDescription=Ours2026.06 | 94.49 | |
| Fed-GraphCLIPDescription=GFM2026.06 | 91.23 | |
| Fed-GFTDescription=GFM2026.06 | 90.15 | |
| FedMACDescription=FL2026.06 | 88.65 | |
| Fed-MHGATDescription=GNN2026.06 | 87.74 | |
| PRISMCategory=Ours2026.06 | 87.26 | |
| FedMVPDescription=MM2026.06 | 87.11 | |
| Fed-MGNetDescription=MM2026.06 | 84.38 | |
| FedGFM+Description=FGL2026.06 | 84.19 | |
| FedAvgDescription=FL2026.06 | 83.88 | |
| FedIIHCategory=Topo-FGL2026.06 | 82.45 | |
| FedMVPCategory=Miss-Modality2026.06 | 81.97 | |
| Fed-MHGATCategory=MM-GNN2026.06 | 81.75 | |
| FedSPACategory=Topo-FGL2026.06 | 81.5 | |
| FedMACCategory=Miss-Modality2026.06 | 80.95 | |
| FedC4Category=Graph Aug.2026.06 | 80.5 | |
| MH-pFLIDCategory=Miss-Modality2026.06 | 79.65 | |
| FedProtoCategory=(MM)-FGL2026.06 | 79.64 | |
| FedDEPCategory=Graph Aug.2026.06 | 78.65 | |
| Fed-MGNetCategory=MM-GNN2026.06 | 78.64 | |
| FedSageCategory=Graph Aug.2026.06 | 77.5 | |
| FedBookDescription=GFM2026.06 | 77.44 | |
| S2FGLCategory=(MM)-FGL2026.06 | 76.87 | |
| FedLapCategory=(MM)-FGL2026.06 | 74.65 | |
| FedAvgCategory=FL2026.06 | 73.25 |