Aggregate Spatial Task Performance on ZIP Code v1 (test)
67.6Average PerformanceUrbanFusion
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UrbanFusionPre-training Dataset=PP2-M2025.10 | 67.6 | — | |
| GeoCLIPPre-training Dataset=PP2-M2025.10 | 65.3 | — | |
| PDFMPre-training Dataset=Google2025.10 | 55.3 | — | |
| GeoCLIPPre-training Dataset=MP-162025.10 | 51.2 | — | |
| GPS2VecModality=tag2025.10 | 46.8 | — | |
| SatCLIP L10Pre-training Dataset=S2-100K2025.10 | 37.8 | — | |
| SatCLIP L10Pre-training Dataset=PP2-M2025.10 | 36.4 | — | |
| CSPPre-training Dataset=FMoW2025.10 | 36.3 | — | |
| IdentityType=y ∼ g(c)2025.10 | 35.1 | — | |
| CSPPre-training Dataset=iNat2025.10 | 34.7 | — | |
| GAIRPre-training Dataset=PP2-M2025.10 | 34.5 | — | |
| SatCLIP L40Pre-training Dataset=S2-100K2025.10 | 29.6 | — | |
| GPS2VecModality=visual2025.10 | 9.1 | — | |
| SatCLIP L40Pre-training Dataset=PP2-M2025.10 | 8.1 | — |