Visual Active Search on xView single-query setting Building as Target (test)
12.83ANTMPS-VAS
Evaluation Results
| Method | Links | |
|---|---|---|
| MPS-VASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 12.83 | |
| PSVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 12.31 | |
| Online TTAC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 10.53 | |
| E2EVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 10.5 | |
| MPS-VASSearch Budget (C)=182023.10 | 10.33 | |
| PSVASSearch Budget (C)=182023.10 | 10.28 | |
| OnlineTTASearch Budget (C)=182023.10 | 10.15 | |
| E2EVASSearch Budget (C)=182023.10 | 10.14 | |
| MPS-VASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 9.68 | |
| PSVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 9.45 | |
| MPS-VASSearch Budget (C)=152023.10 | 8.83 | |
| PSVASSearch Budget (C)=152023.10 | 8.81 | |
| OnlineTTASearch Budget (C)=152023.10 | 8.79 | |
| E2EVASSearch Budget (C)=152023.10 | 8.78 | |
| Online TTAC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 8.27 | |
| E2EVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 8.24 | |
| GSSearch Budget (C)=182023.10 | 8.01 | |
| GCSearch Budget (C)=182023.10 | 7.65 | |
| ALSearch Budget (C)=182023.10 | 7.63 | |
| ASSearch Budget (C)=182023.10 | 7.44 | |
| MPS-VASSearch Budget (C)=122023.10 | 7.32 | |
| PSVASSearch Budget (C)=122023.10 | 7.3 | |
| E2EVASSearch Budget (C)=122023.10 | 7.29 | |
| OnlineTTASearch Budget (C)=122023.10 | 7.29 | |
| RSSearch Budget (C)=182023.10 | 7.11 | |
| GSSearch Budget (C)=152023.10 | 6.87 | |
| GCSearch Budget (C)=152023.10 | 6.53 | |
| ALSearch Budget (C)=152023.10 | 6.53 | |
| ASSearch Budget (C)=152023.10 | 6.38 | |
| MPS-VASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 6.18 | |
| PSVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 6.1 | |
| RSSearch Budget (C)=152023.10 | 6.05 | |
| GSSearch Budget (C)=122023.10 | 5.68 | |
| GCSearch Budget (C)=122023.10 | 5.45 | |
| ALSearch Budget (C)=122023.10 | 5.44 | |
| ASSearch Budget (C)=122023.10 | 5.32 | |
| Online TTAC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 5.14 | |
| E2EVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 5.12 | |
| RSSearch Budget (C)=122023.10 | 4.74 |