Visual Active Search on DOTA Ship (test)
2.41ANTRandom
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RandomSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 2.41 | — | — | — | |
| ASSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 2.57 | — | — | — | |
| ALSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 2.81 | — | — | — | |
| GCSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 2.82 | — | — | — | |
| GSSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 2.96 | — | — | — | |
| RandomSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.02 | — | — | — | |
| ASSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.27 | — | — | — | |
| ALSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.42 | — | — | — | |
| GCSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.44 | — | — | — | |
| E2EVASSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.57 | — | — | — | |
| OnlineTTASearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.57 | — | — | — | |
| GSSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.59 | — | — | — | |
| PSVASSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.6 | — | — | — | |
| MPS-VASSearch budget (C)=12, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.79 | — | — | — | |
| RandomSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 3.95 | — | — | — | |
| ASSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.03 | — | — | — | |
| ALSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.26 | — | — | — | |
| GCSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.27 | — | — | — | |
| E2EVASSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.42 | — | — | — | |
| OnlineTTASearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.43 | — | — | — | |
| GSSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.48 | — | — | — | |
| PSVASSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.51 | — | — | — | |
| MPS-VASSearch budget (C)=15, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 4.75 | — | — | — | |
| E2EVASSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 5.15 | — | — | — | |
| OnlineTTASearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 5.15 | — | — | — | |
| PSVASSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 5.23 | — | — | — | |
| MPS-VASSearch budget (C)=18, Training Target=Large Vehicle, Query Setting=Single-Query2023.10 | 5.58 | — | — | — | |
| DiffVAS2026.05 | — | 2.12 | 3.22 | 3.91 | |
| E2EVAS2026.05 | — | 1.73 | 2.47 | 3.52 | |
| MPS-VAS2026.05 | — | 1.77 | 2.5 | 3.59 | |
| RS2026.05 | — | 1.68 | 2.23 | 3.24 |