Visual Active Search on DOTA
0.27ANTRandom
Evaluation results
| Method | Links | |
|---|---|---|
| RandomSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.27 | |
| ASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.34 | |
| ALSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.37 | |
| GCSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.38 | |
| GSSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.42 | |
| RandomSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.46 | |
| E2EVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.47 | |
| OnlineTTASearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.48 | |
| PSVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.5 | |
| ASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.53 | |
| ALSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.58 | |
| GCSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.59 | |
| MPS-VASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 0.63 | |
| GSSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.66 | |
| RandomSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 0.71 | |
| E2EVASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.72 | |
| OnlineTTASearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.72 | |
| PSVASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 0.73 | |
| ASSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 0.82 | |
| ALSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 0.89 | |
| GCSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 0.91 | |
| GSSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 1.01 | |
| MPS-VASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 1.03 | |
| E2EVASSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 1.05 | |
| OnlineTTASearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 1.06 | |
| RandomSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.08 | |
| PSVASSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 1.1 | |
| RandomSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.37 | |
| RandomSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.41 | |
| ASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.43 | |
| RandomSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.47 | |
| RandomSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.48 | |
| ALSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.51 | |
| GCSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.52 | |
| ASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.55 | |
| MPS-VASSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 1.6 | |
| ALSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.61 | |
| GCSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.62 | |
| ASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.64 | |
| ASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.73 | |
| GSSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.79 | |
| ALSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.89 | |
| ASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.89 | |
| GCSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.9 | |
| GSSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.91 | |
| ALSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.94 | |
| GCSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 1.96 | |
| RandomSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.11 | |
| GSSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.26 | |
| GSSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.31 | |
| VASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.45 | |
| OnlineTTASearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.46 | |
| PSVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.46 | |
| RandomSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.53 | |
| RandomSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.55 | |
| ALSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.57 | |
| GCSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.59 | |
| ASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.71 | |
| GSSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 2.72 | |
| RandomSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.72 | |
| ALSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.82 | |
| GCSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.86 | |
| ASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.87 | |
| RandomSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 2.96 | |
| ALSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.02 | |
| GCSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.04 | |
| E2EVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.05 | |
| OnlineTTASearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.05 | |
| RandomSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 3.06 | |
| ASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.06 | |
| E2EVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.07 | |
| MPS-VASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.08 | |
| OnlineTTASearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.08 | |
| PSVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.09 | |
| PSVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.09 | |
| VASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.12 | |
| OnlineTTASearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.12 | |
| GCSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.14 | |
| ALSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.14 | |
| ASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.15 | |
| PSVASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.15 | |
| GSSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.24 | |
| ASSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.45 | |
| MPS-VASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.46 | |
| MPS-VASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.46 | |
| GSSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.56 | |
| GSSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.56 | |
| RandomSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 3.62 | |
| ALSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.74 | |
| ALSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.74 | |
| GCSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.77 | |
| GCSearch budget (C)=50, Query setting=single-query, Training target class=large vehicle2023.10 | 3.77 | |
| RandomSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 3.81 | |
| MPS-VASSearch budget (C)=25, Query setting=single-query, Training target class=large vehicle2023.10 | 3.82 | |
| RandomSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 3.9 | |
| RandomSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 3.91 | |
| ASSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 3.92 | |
| ALSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 3.99 | |
| ASSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 4.01 | |
| GCSearch budget (C)=75, Query setting=single-query, Training target class=large vehicle2023.10 | 4.02 |