Biome Classification on Biome 1024 samples
78.1AccuracySATCLIP-ORG
Evaluation results
| Method | Links | |
|---|---|---|
| SATCLIP-ORGArchitecture=Baseline2026.06 | 78.1 | |
| MELT SN-100Architecture=MELT, Modalities=Satellite, Name, Pre-training volume=100%2026.06 | 77.4 | |
| MELT ST-100Architecture=MELT, Modalities=Satellite, Text, Pre-training volume=100%2026.06 | 77.4 | |
| MELT STN-10Architecture=MELT, Modalities=Satellite, Text, Name, Pre-training volume=10%2026.06 | 77.2 | |
| MELT STN-100Architecture=MELT, Modalities=Satellite, Text, Name, Pre-training volume=100%2026.06 | 77.2 | |
| SALT STN-100Architecture=SALT, Modalities=Satellite, Text, Name, Pre-training volume=100%2026.06 | 77.2 | |
| SALT ST-100Architecture=SALT, Modalities=Satellite, Text, Pre-training volume=100%2026.06 | 77.2 | |
| SATCLIP-100Architecture=Dual Modality, Modalities=Satellite, Pre-training volume=100%2026.06 | 76.9 | |
| SALT SN-100Architecture=SALT, Modalities=Satellite, Name, Pre-training volume=100%2026.06 | 76.9 | |
| SALT STN-50Architecture=SALT, Modalities=Satellite, Text, Name, Pre-training volume=50%2026.06 | 76.8 | |
| SALT STN-10Architecture=SALT, Modalities=Satellite, Text, Name, Pre-training volume=10%2026.06 | 76.7 | |
| SALT TN-100Architecture=SALT, Modalities=Text, Name, Pre-training volume=100%2026.06 | 76.6 | |
| MELT STN-50Architecture=MELT, Modalities=Satellite, Text, Name, Pre-training volume=50%2026.06 | 76.5 | |
| TEXTCLIP-100Architecture=Dual Modality, Modalities=Text, Pre-training volume=100%2026.06 | 76.2 | |
| MELT TN-100Architecture=MELT, Modalities=Text, Name, Pre-training volume=100%2026.06 | 76.1 | |
| NATCLIP-100Architecture=Dual Modality, Modalities=Name, Pre-training volume=100%2026.06 | 75.9 | |
| IDENTITYArchitecture=Baseline2026.06 | 72 | |
| GEOCLIPArchitecture=Baseline2026.06 | 69.4 | |
| RANGEArchitecture=Baseline2026.06 | 67.2 | |
| MOSAIKSArchitecture=Baseline2026.06 | 65.3 | |
| CSP-FMOWArchitecture=Baseline2026.06 | 62.1 | |
| CSP-INATArchitecture=Baseline2026.06 | 57.3 |