Multi-channel Image Classification on So2Sat Full channels (test)
67.57AccuracyChaMAEViT
Evaluation results
| Method | Links | |
|---|---|---|
| ChaMAEViTDC-ViT=true2026.03 | 67.57 | |
| DiChaViTDC-ViT=true2026.03 | 65.99 | |
| ChaMAEViTDC-ViT=false2026.03 | 65.14 | |
| ChannelViTDC-ViT=true2026.03 | 64.97 | |
| DiChaViTArchitecture=ViT2024.05 | 63.36 | |
| DiChaViTDC-ViT=false2026.03 | 63.36 | |
| ChAdaViTDC-ViT=true2026.03 | 62.56 | |
| ChannelViTArchitecture=ViT2024.05 | 61.03 | |
| ChannelViTDC-ViT=false2026.03 | 61.03 | |
| TemplateMixingArchitecture=ConvNeXt2024.05 | 60.79 | |
| HyperNetArchitecture=ViT2024.05 | 60.73 | |
| DepthwiseArchitecture=ViT2024.05 | 60.41 | |
| HyperNetArchitecture=ConvNeXt2024.05 | 58.97 | |
| DepthwiseArchitecture=ConvNeXt2024.05 | 58.6 | |
| ChAda-ViTArchitecture=ViT2024.05 | 56.98 | |
| ChAdaViTDC-ViT=false2026.03 | 56.98 | |
| TemplateMixingArchitecture=ViT2024.05 | 55.86 |