Visual Active Search on xView single-query setting SB (Sail Boat) as Target (test)
191ANTMPS-VAS
Evaluation results
| Method | Links | |
|---|---|---|
| MPS-VASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 191 | |
| MPS-VASSearch Budget (C)=182023.10 | 174 | |
| PSVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 154 | |
| MPS-VASSearch Budget (C)=152023.10 | 150 | |
| MPS-VASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 139 | |
| PSVASSearch Budget (C)=182023.10 | 137 | |
| MPS-VASSearch Budget (C)=122023.10 | 123 | |
| PSVASSearch Budget (C)=152023.10 | 113 | |
| OnlineTTASearch Budget (C)=182023.10 | 111 | |
| E2EVASSearch Budget (C)=182023.10 | 110 | |
| E2EVASSearch Budget (C)=152023.10 | 106 | |
| OnlineTTASearch Budget (C)=152023.10 | 106 | |
| PSVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 105 | |
| GSSearch Budget (C)=182023.10 | 103 | |
| MPS-VASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 102 | |
| GCSearch Budget (C)=182023.10 | 99 | |
| ALSearch Budget (C)=182023.10 | 97 | |
| PSVASSearch Budget (C)=122023.10 | 97 | |
| GSSearch Budget (C)=152023.10 | 96 | |
| ASSearch Budget (C)=182023.10 | 96 | |
| Online TTAC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 95 | |
| RSSearch Budget (C)=182023.10 | 93 | |
| GCSearch Budget (C)=152023.10 | 92 | |
| E2EVASC (Distance Based Query Cost Budget)=75, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 92 | |
| ALSearch Budget (C)=152023.10 | 90 | |
| ASSearch Budget (C)=152023.10 | 89 | |
| PSVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 89 | |
| OnlineTTASearch Budget (C)=122023.10 | 84 | |
| RSSearch Budget (C)=152023.10 | 83 | |
| E2EVASSearch Budget (C)=122023.10 | 83 | |
| GSSearch Budget (C)=122023.10 | 78 | |
| GCSearch Budget (C)=122023.10 | 73 | |
| ALSearch Budget (C)=122023.10 | 72 | |
| ASSearch Budget (C)=122023.10 | 70 | |
| RSSearch Budget (C)=122023.10 | 62 | |
| Online TTAC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 57 | |
| E2EVASC (Distance Based Query Cost Budget)=50, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 56 | |
| Online TTAC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 49 | |
| E2EVASC (Distance Based Query Cost Budget)=25, Training Source=DOTA, Training Target Class=Large Vehicle2023.10 | 48 |