Classification on TreeSatAI-TS
77.96F1 ScoreTESSERA
Evaluation results
| Method | Links | |
|---|---|---|
| TESSERALabel Ratio=All2025.06 | 77.96 | |
| AlphaEarthLabel Ratio=All2025.06 | 76.9 | |
| TESSERALabel Ratio=30%2025.06 | 75.42 | |
| UNet BaselineProtocol=finetuned, Label Ratio=All2025.06 | 73.3 | |
| Scale-MAEProtocol=finetuned, Label Ratio=All2025.06 | 73.12 | |
| ViT BaselineProtocol=finetuned, Label Ratio=All2025.06 | 72.6 | |
| SkysenseProtocol=finetuned, Label Ratio=All2025.06 | 72.24 | |
| ViT BaselineProtocol=original, Label Ratio=All2025.06 | 72.24 | |
| SpectralGPTProtocol=finetuned, Label Ratio=All2025.06 | 72.23 | |
| GalileoProtocol=finetuned, Label Ratio=All2025.06 | 72.17 | |
| CROMAProtocol=finetuned, Label Ratio=All2025.06 | 72.09 | |
| AlphaEarthLabel Ratio=30%2025.06 | 71.94 | |
| UNet BaselineProtocol=original, Label Ratio=All2025.06 | 71.39 | |
| SpectralGPTProtocol=original, Label Ratio=All2025.06 | 71.04 | |
| CROMAProtocol=original, Label Ratio=All2025.06 | 70.21 | |
| Scale-MAEProtocol=original, Label Ratio=All2025.06 | 70.2 | |
| GalileoProtocol=original, Label Ratio=All2025.06 | 69.44 | |
| SkysenseProtocol=original, Label Ratio=All2025.06 | 69.35 | |
| RemoteCLIPProtocol=original, Label Ratio=All2025.06 | 68.32 | |
| RemoteCLIPProtocol=finetuned, Label Ratio=All2025.06 | 68.03 | |
| SatlasNetProtocol=finetuned, Label Ratio=All2025.06 | 67.85 | |
| PrestoLabel Ratio=All2025.06 | 67.81 | |
| DOFAProtocol=finetuned, Label Ratio=All2025.06 | 67.2 | |
| PrithviProtocol=finetuned, Label Ratio=All2025.06 | 67.04 | |
| DOFAProtocol=original, Label Ratio=All2025.06 | 66.88 | |
| SatlasNetProtocol=original, Label Ratio=All2025.06 | 66.27 | |
| PrithviProtocol=original, Label Ratio=All2025.06 | 65.86 | |
| ViT BaselineProtocol=finetuned, Label Ratio=30%2025.06 | 65.62 | |
| SkysenseProtocol=finetuned, Label Ratio=30%2025.06 | 64.8 | |
| DOFAProtocol=finetuned, Label Ratio=30%2025.06 | 63.46 | |
| CROMAProtocol=finetuned, Label Ratio=30%2025.06 | 63.24 | |
| CROMAProtocol=original, Label Ratio=30%2025.06 | 62.44 | |
| UNet BaselineProtocol=finetuned, Label Ratio=30%2025.06 | 62.22 | |
| GalileoProtocol=finetuned, Label Ratio=30%2025.06 | 61.94 | |
| SkysenseProtocol=original, Label Ratio=30%2025.06 | 61.88 | |
| ViT BaselineProtocol=original, Label Ratio=30%2025.06 | 61.79 | |
| PrestoLabel Ratio=30%2025.06 | 61.45 | |
| SatlasNetProtocol=finetuned, Label Ratio=30%2025.06 | 61.31 | |
| Scale-MAEProtocol=finetuned, Label Ratio=30%2025.06 | 61.29 | |
| PrithviProtocol=finetuned, Label Ratio=30%2025.06 | 60.66 | |
| SpectralGPTProtocol=finetuned, Label Ratio=30%2025.06 | 60.64 | |
| TESSERALabel Ratio=1%2025.06 | 60.58 | |
| UNet BaselineProtocol=original, Label Ratio=30%2025.06 | 60.03 | |
| PrithviProtocol=original, Label Ratio=30%2025.06 | 60.01 | |
| SpectralGPTProtocol=original, Label Ratio=30%2025.06 | 59.77 | |
| RemoteCLIPProtocol=finetuned, Label Ratio=30%2025.06 | 59.7 | |
| GalileoProtocol=original, Label Ratio=30%2025.06 | 59.42 | |
| Scale-MAEProtocol=original, Label Ratio=30%2025.06 | 59.26 | |
| DOFAProtocol=original, Label Ratio=30%2025.06 | 59.23 | |
| RemoteCLIPProtocol=original, Label Ratio=30%2025.06 | 57.52 | |
| SatlasNetProtocol=original, Label Ratio=30%2025.06 | 56.8 | |
| AlphaEarthLabel Ratio=1%2025.06 | 52.79 | |
| PrestoLabel Ratio=1%2025.06 | 46.02 | |
| SpectralGPTProtocol=finetuned, Label Ratio=1%2025.06 | 45.66 | |
| CROMAProtocol=finetuned, Label Ratio=1%2025.06 | 43.14 | |
| GalileoProtocol=finetuned, Label Ratio=1%2025.06 | 42.38 | |
| PrithviProtocol=finetuned, Label Ratio=1%2025.06 | 41.89 | |
| SpectralGPTProtocol=original, Label Ratio=1%2025.06 | 41.82 | |
| ViT BaselineProtocol=finetuned, Label Ratio=1%2025.06 | 41.7 | |
| SkysenseProtocol=finetuned, Label Ratio=1%2025.06 | 41.39 | |
| Scale-MAEProtocol=finetuned, Label Ratio=1%2025.06 | 40.96 | |
| ViT BaselineProtocol=original, Label Ratio=1%2025.06 | 40.52 | |
| UNet BaselineProtocol=finetuned, Label Ratio=1%2025.06 | 40.43 | |
| DOFAProtocol=finetuned, Label Ratio=1%2025.06 | 40.15 | |
| GalileoProtocol=original, Label Ratio=1%2025.06 | 39.99 | |
| UNet BaselineProtocol=original, Label Ratio=1%2025.06 | 39.88 | |
| CROMAProtocol=original, Label Ratio=1%2025.06 | 39.73 | |
| SkysenseProtocol=original, Label Ratio=1%2025.06 | 39.72 | |
| SatlasNetProtocol=finetuned, Label Ratio=1%2025.06 | 37.83 | |
| RemoteCLIPProtocol=finetuned, Label Ratio=1%2025.06 | 37.77 | |
| PrithviProtocol=original, Label Ratio=1%2025.06 | 37.21 | |
| Scale-MAEProtocol=original, Label Ratio=1%2025.06 | 36.2 | |
| DOFAProtocol=original, Label Ratio=1%2025.06 | 35.04 | |
| RemoteCLIPProtocol=original, Label Ratio=1%2025.06 | 34.94 | |
| SatlasNetProtocol=original, Label Ratio=1%2025.06 | 33.86 |