Image Regression on LocBench
0.67PopDen ScoreGAIR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GAIRInit.=GAIR, Model=RFF2025.03 | 0.67 | 0.86 | 0.4 | 0.82 | |
| GAIR DebiasInit.=GAIR Debias, Model=RFF2025.03 | 0.67 | 0.84 | 0.41 | 0.81 | |
| GeoCLIPInit.=GeoCLIP (Vivanco Cepeda et al., 2024), Model=RFF2025.03 | 0.61 | 0.84 | 0.37 | 0.78 | |
| TaxaBindInit.=TaxaBind (Sastry et al., 2025), Model=RFF2025.03 | 0.6 | 0.77 | 0.38 | 0.72 | |
| RandInit.=Rand (Wu et al., 2024), Model=RFF2025.03 | 0.57 | 0.84 | 0.35 | 0.76 | |
| RandInit.=Rand (Wu et al., 2024), Model=No Prior2025.03 | 0.38 | 0.52 | 0.33 | 0.27 |