Regression on PM25Vision
17.83MAEM2FedAQI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| M2FedAQIModal=Both2026.05 | 17.83 | 30.62 | 0.879 | |
| ShuffleNet V2 x0.5 + MModal=Both2026.05 | 23.9 | 38.49 | 0.808 | |
| MLP (M)Modal=Tabular2026.05 | 24.54 | 39.51 | 0.798 | |
| MobileNetV2 + MModal=Both2026.05 | 28.03 | 55.29 | 0.604 | |
| MobileNetV3-Small + MModal=Both2026.05 | 28.43 | 54.48 | 0.615 | |
| Yang HanModal=Image2026.05 | 36.6 | 54.6 | 0.55 | |
| ShuffleNet V2 x0.5Modal=Image2026.05 | 66.69 | 87.89 | -0.0006 | |
| MobileNetV3-SmallModal=Image2026.05 | 66.72 | 87.89 | -0.0005 | |
| MobileNetV2Modal=Image2026.05 | 66.75 | 87.89 | -0.0003 |