Image Classification on RSSCN7
79.1AccuracyS-CLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| S-CLIPModel=ViT-B/162023.05 | 79.1 | |
| CLIPModel=ViT-B/16, Training Mode=fine-tune2023.05 | 78.4 | |
| GeoMELTBackbone=BEiT-3, zero-shot=true2025.12 | 78.04 | |
| GeoRSCLIPArchitecture=ViT-B/32, Setting=Zero-shot, Template=DST2026.06 | 77 | |
| S-CLIPModel=ViT-B/322023.05 | 76.2 | |
| CLIPModel=ViT-B/32, Training Mode=fine-tune2023.05 | 75.7 | |
| RemoteCLIPBackbone=ViT-B, zero-shot=true2025.12 | 73.75 | |
| GeoRSCLIPArchitecture=ViT-L/14, Setting=Zero-shot, Template=DST2026.06 | 72.4 | |
| S-CLIPModel=ResNet-502023.05 | 72.3 | |
| CLIPModel=ResNet-50, Training Mode=fine-tune2023.05 | 71.2 | |
| RemoteCLIPBackbone=ViT-L, zero-shot=true2025.12 | 71.07 | |
| SigLIP2Architecture=ViT-L/16, Setting=Zero-shot, Template=DST2026.06 | 70.3 | |
| MetaCLIP-400MArchitecture=ViT-L/14, Setting=Zero-shot, Template=DST2026.06 | 69.4 | |
| SkyCLIPArchitecture=ViT-L/14, Setting=Zero-shot, Template=DST2026.06 | 69.1 | |
| MetaCLIP-2.5BArchitecture=ViT-L/14, Setting=Zero-shot, Template=DST2026.06 | 68.9 | |
| CLIP LAION-RSArchitecture=ViT-L/14, Setting=Zero-shot, Template=DST2026.06 | 68.7 | |
| MetaCLIP-2.5BArchitecture=ViT-B/16, Setting=Zero-shot, Template=DST2026.06 | 68.6 | |
| SigLIP2Architecture=ViT-B/16, Setting=Zero-shot, Template=DST2026.06 | 68.1 | |
| CLIPBackbone=ViT-L, zero-shot=true2025.12 | 67.68 | |
| MetaCLIP-400MArchitecture=ViT-B/16, Setting=Zero-shot, Template=DST2026.06 | 67.1 | |
| CLIPArchitecture=ViT-B/16, Setting=Zero-shot, Template=DST2026.06 | 65.4 | |
| CLIPBackbone=ViT-B, zero-shot=true2025.12 | 65 | |
| SigLIPArchitecture=ViT-B/16, Setting=Zero-shot, Template=DST2026.06 | 65 | |
| RemoteCLIPArchitecture=ViT-L/14, Setting=Zero-shot, Template=DST2026.06 | 64.9 | |
| SigLIPArchitecture=ViT-L/16, Setting=Zero-shot, Template=DST2026.06 | 64.5 | |
| CLIPArchitecture=ViT-L/14, Setting=Zero-shot, Template=DST2026.06 | 64.2 | |
| RemoteCLIPArchitecture=ViT-B/32, Setting=Zero-shot, Template=DST2026.06 | 59.8 | |
| RemoteCLIPArchitecture=RN-50, Setting=Zero-shot, Template=DST2026.06 | 49.5 |