Multimodal Federated Learning on ActionSense 100 communication rounds
19.13Training Time (mins)MFedMC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MFedMCJoint Selection=Disabled2024.01 | 19.13 | 1.87 | 21 | |
| MFedMCModality Selection=Disabled2024.01 | 19.52 | 1.75 | 21.27 | |
| MFedMC2024.01 | 23.56 | 2.1 | 25.67 | |
| MFedMCClient Selection=Disabled2024.01 | 23.57 | 1.63 | 25.2 | |
| MMFed2024.01 | 27.03 | 130.15 | 157.18 | |
| FLASH2024.01 | 27.77 | 130.15 | 157.91 | |
| FedMultimodal2024.01 | 29.44 | 130.36 | 159.8 | |
| FL-FD2024.01 | 31.11 | 100.29 | 131.4 | |
| Harmony2024.01 | 37.6 | 130.15 | 167.75 |