Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Visual Active Search research benchmarks · SOTA2 Research

Visual Active Search

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.27ANT

162

Feb 26, 2026

DOTA 10x10 settings (test)

1.1ANT

72

May 18, 2026

xView single-target category (test)

4.53ANT

72

May 18, 2026

174ANT (C=25)

54

Feb 26, 2026

xView single-query setting with SC (Small Car) as Target (test)

9.73ANT

39

Feb 26, 2026

xView single-query setting Building as Target (test)

12.83ANT

39

Feb 26, 2026

xView single-query setting SB (Sail Boat) as Target (test)

191ANT

39

Feb 26, 2026

DOTA Roundabout (test)

2.66ANT

27

Feb 26, 2026

DOTA Plane (test)

6.75ANT

27

May 18, 2026

DOTA Helicopter (test)

167ANT

27

Feb 26, 2026

DOTA Harbor (test)

7.38ANT

27

Feb 26, 2026

DOTA Large Vehicle (test)

9.24ANT

27

Feb 26, 2026

DOTA Ship (test)

2.41ANT

27

May 18, 2026

xView Helipad as Target single-query setting (test)

137ANT

27

Feb 26, 2026

xView single-query setting CC (Construction Site) as Target (test)

2.76ANT

27

Feb 26, 2026

xView single-query setting Helicopter as Target (test)

121ANT

27

Feb 26, 2026

xView Z={Helipad}

45B-Score (B=5)

3

May 18, 2026

xView Z={Sail Boat}

1.03B@5 Score

3

May 18, 2026

xView Z={Small Car}

2.1B-Score (B=5)

3

May 18, 2026

Popular datasets

Follow for updates

Join SOTA2 Contact