Active Geo-localization on xBD-disaster zero-shot generalization 10x10 grid
26.5Success RatioGOMAA-Geo
Evaluation Results
| Method | Links | |
|---|---|---|
| GOMAA-GeoBudget (B)=20, Grid size=10x10, Context size (C)=15, Zero-shot=true, Training dataset=Masa2024.06 | 26.5 | |
| GOMAA-GeoBudget (B)=20, Grid size=10x10, Context size (C)=14, Zero-shot=true, Training dataset=Masa2024.06 | 25 | |
| GOMAA-GeoBudget (B)=20, Grid size=10x10, Context size (C)=16, Zero-shot=true, Training dataset=Masa2024.06 | 24.87 | |
| GOMAA-GeoBudget (B)=20, Grid size=10x10, Context size (C)=12, Zero-shot=true, Training dataset=Masa2024.06 | 24.75 | |
| GOMAA-GeoBudget (B)=20, Grid size=10x10, Context size (C)=13, Zero-shot=true, Training dataset=Masa2024.06 | 21.62 | |
| DiTBudget (B)=20, Grid size=10x10, Context size (C)=15, Zero-shot=true, Training dataset=Masa2024.06 | 12.43 | |
| DiTBudget (B)=20, Grid size=10x10, Context size (C)=16, Zero-shot=true, Training dataset=Masa2024.06 | 11.65 | |
| DiTBudget (B)=20, Grid size=10x10, Context size (C)=14, Zero-shot=true, Training dataset=Masa2024.06 | 10.1 | |
| DiTBudget (B)=20, Grid size=10x10, Context size (C)=12, Zero-shot=true, Training dataset=Masa2024.06 | 9.12 | |
| DiTBudget (B)=20, Grid size=10x10, Context size (C)=13, Zero-shot=true, Training dataset=Masa2024.06 | 7.67 | |
| RandomBudget (B)=20, Grid size=10x10, Context size (C)=12, Zero-shot=true, Training dataset=Masa2024.06 | 3.14 | |
| RandomBudget (B)=20, Grid size=10x10, Context size (C)=13, Zero-shot=true, Training dataset=Masa2024.06 | 2.8 | |
| RandomBudget (B)=20, Grid size=10x10, Context size (C)=14, Zero-shot=true, Training dataset=Masa2024.06 | 1.57 | |
| RandomBudget (B)=20, Grid size=10x10, Context size (C)=15, Zero-shot=true, Training dataset=Masa2024.06 | 1.12 | |
| RandomBudget (B)=20, Grid size=10x10, Context size (C)=16, Zero-shot=true, Training dataset=Masa2024.06 | 1.01 |