Activity Recognition on Opportunity (test)
97.8AccuracyQFedAgent
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QFedAgentFusion Parameters=72†2026.07 | 97.8 | 121.4 | |
| MLP-FLFusion Parameters=33K2026.07 | 97.2 | 12.5 | |
| FedProxFusion Parameters=33K2026.07 | 96.5 | 11.9 | |
| FedAvgFusion Parameters=33K2026.07 | 96.4 | 10.4 | |
| LocalFusion Parameters=33K2026.07 | 96.1 | 9.8 | |
| MERGE2025.09 | 84.32 | — | |
| FuseMoE2025.09 | 83.15 | — | |
| I2MoE2025.09 | 82.16 | — | |
| Transformer2025.09 | 81.59 | — | |
| MISTS2025.09 | 79.36 | — | |
| MulT2025.09 | 72.61 | — | |
| mTAND2025.09 | 70.26 | — |