Visual Active Search on xView single-query setting with SC (Small Car) as Target (test)
9.73ANTMPS-VAS
Evaluation Results
| Method | Links | |
|---|---|---|
| MPS-VASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 9.73 | |
| PSVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 9.45 | |
| MPS-VASSearch Budget (C)=182023.10 | 8.24 | |
| PSVASSearch Budget (C)=182023.10 | 8.19 | |
| E2EVASSearch Budget (C)=182023.10 | 8.15 | |
| OnlineTTASearch Budget (C)=182023.10 | 8.15 | |
| Online TTAC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 8.1 | |
| E2EVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 8.07 | |
| MPS-VASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 7.92 | |
| PSVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 7.74 | |
| MPS-VASSearch Budget (C)=152023.10 | 7.16 | |
| PSVASSearch Budget (C)=152023.10 | 7.1 | |
| OnlineTTASearch Budget (C)=152023.10 | 7.03 | |
| E2EVASSearch Budget (C)=152023.10 | 7.02 | |
| Online TTAC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 6.75 | |
| E2EVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 6.73 | |
| GSSearch Budget (C)=182023.10 | 6.71 | |
| GCSearch Budget (C)=182023.10 | 6.03 | |
| ALSearch Budget (C)=182023.10 | 6.02 | |
| MPS-VASSearch Budget (C)=122023.10 | 5.99 | |
| ASSearch Budget (C)=182023.10 | 5.97 | |
| PSVASSearch Budget (C)=122023.10 | 5.94 | |
| OnlineTTASearch Budget (C)=122023.10 | 5.81 | |
| E2EVASSearch Budget (C)=122023.10 | 5.8 | |
| GSSearch Budget (C)=152023.10 | 5.54 | |
| RSSearch Budget (C)=182023.10 | 5.51 | |
| MPS-VASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 5.07 | |
| GCSearch Budget (C)=152023.10 | 4.98 | |
| ALSearch Budget (C)=152023.10 | 4.96 | |
| PSVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 4.95 | |
| ASSearch Budget (C)=152023.10 | 4.92 | |
| GSSearch Budget (C)=122023.10 | 4.59 | |
| RSSearch Budget (C)=152023.10 | 4.57 | |
| Online TTAC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 4.23 | |
| E2EVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 4.22 | |
| GCSearch Budget (C)=122023.10 | 4.06 | |
| ALSearch Budget (C)=122023.10 | 4.03 | |
| ASSearch Budget (C)=122023.10 | 3.96 | |
| RSSearch Budget (C)=122023.10 | 3.62 |