Vegetation Extraction on Globe230K
84.6F1 ScoreSPEX
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SPEX2025.08 | 84.6 | 87.4 | 85.2 | 95.2 | 78.3 | |
| MVPNetMethod category=Remote Sensing Visual Foundation Models2025.08 | 80.3 | 82.7 | 82.4 | 93.1 | 72.3 | |
| Mask2FormerMethod category=Typical Segmentation Networks2025.08 | 79.9 | 83.8 | 81.1 | 92 | 71.6 | |
| UpernetMethod category=Typical Segmentation Networks2025.08 | 77.4 | 79 | 81.3 | 92 | 69 | |
| PixelLMMethod category=Text-driven Segmentation Models2025.08 | 77.3 | 81.9 | 78.8 | 90.8 | 68.1 | |
| GeoPixelMethod category=Text-driven Segmentation Models2025.08 | 76.3 | 82 | 77.1 | 89.9 | 67.1 | |
| LISAMethod category=Text-driven Segmentation Models2025.08 | 75.9 | 80.5 | 77.7 | 90.3 | 67 | |
| LISAtMethod category=Text-driven Segmentation Models2025.08 | 75.7 | 79.9 | 77.7 | 90.1 | 66.6 | |
| Prithvi2.0Method category=Remote Sensing Visual Foundation Models2025.08 | 75.6 | 78.5 | 79 | 91.2 | 67.2 | |
| DOFAMethod category=Remote Sensing Visual Foundation Models2025.08 | 74.2 | 77.3 | 78.4 | 90.2 | 65.4 | |
| SpectralGPTMethod category=Remote Sensing Visual Foundation Models2025.08 | 73 | 79.6 | 74.4 | 88.5 | 64 | |
| SatMAEMethod category=Remote Sensing Visual Foundation Models2025.08 | 72.2 | 76.5 | 75.9 | 88.9 | 63.2 | |
| SegEarth-OVMethod category=Text-driven Segmentation Models2025.08 | 57.8 | 93.7 | 48 | 66.7 | 46.4 |