Classification on PM25Vision
76.9AccuracyM2FedAQI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| M2FedAQIModal=Both2026.05 | 76.9 | 0.939 | 76.5 | |
| MLP (M)Modal=Tabular2026.05 | 69.3 | 0.906 | 68.2 | |
| MobileNetV2 + MModal=Both2026.05 | 68.2 | 0.902 | 66.4 | |
| MobileNetV3-Small + MModal=Both2026.05 | 67.9 | 0.907 | 66.8 | |
| ShuffleNet V2 x0.5 + MModal=Both2026.05 | 67.9 | 0.9 | 65.4 | |
| ShuffleNet V2 x0.5Modal=Image2026.05 | 52.9 | 0.828 | 52.2 | |
| MobileNetV2Modal=Image2026.05 | 47.6 | 0.792 | 47.7 | |
| Yang HanModal=Image2026.05 | 44 | — | 38 | |
| MobileNetV3-SmallModal=Image2026.05 | 42.5 | 0.766 | 41.1 |