Image Classification on WHU-earth
78.33AccuracyGeoMELT
Evaluation results
| Method | Links | |
|---|---|---|
| GeoMELTBackbone=BEiT-3, zero-shot=true2025.12 | 78.33 | |
| RemoteCLIPBackbone=ViT-L-14, zero-shot=true2023.06 | 70.83 | |
| RemoteCLIPBackbone=ViT-L-14, zero-shot=true2023.06 | 70.83 | |
| RemoteCLIPBackbone=ViT-L, zero-shot=true2025.12 | 68.33 | |
| RemoteCLIPBackbone=ViT-B-32, zero-shot=true2023.06 | 63.12 | |
| RemoteCLIPBackbone=ViT-B-32, zero-shot=true2023.06 | 63.12 | |
| RemoteCLIPBackbone=ViT-B, zero-shot=true2025.12 | 63.12 | |
| CLIPBackbone=ViT-L-14, zero-shot=true2023.06 | 58.33 | |
| CLIPBackbone=ViT-L-14, zero-shot=true2023.06 | 58.33 | |
| CLIPBackbone=ViT-L, zero-shot=true2025.12 | 56.46 | |
| RemoteCLIPBackbone=ResNet-50, zero-shot=true2023.06 | 56.25 | |
| RemoteCLIPBackbone=ResNet-50, zero-shot=true2023.06 | 56.25 | |
| CLIPBackbone=ViT-B-32, zero-shot=true2023.06 | 51.18 | |
| CLIPBackbone=ViT-B-32, zero-shot=true2023.06 | 51.18 | |
| CLIPBackbone=ViT-B, zero-shot=true2025.12 | 40.62 | |
| CLIPBackbone=ResNet-50, zero-shot=true2023.06 | 40.42 | |
| CLIPBackbone=ResNet-50, zero-shot=true2023.06 | 40.42 |