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Papers Benchmarks Datasets Tasks

Referred Object Detection research benchmarks · SOTA2 Research

Referred Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Urban Tree Crown Detection (test)

Earth-OneVision (2B)

16.7AP Medium

14

Jun 11, 2026

NWPU VHR-10 (test)

Earth-OneVision (2B)

50.63AP (Small)

14

Jun 11, 2026

Swimming Pool Dataset (test)

8.4Medium Object Metric

9

Feb 27, 2026

SwimmingPool ZS

Earth-OneVision (2B)

22.93Score (Md)

5

Jun 11, 2026

GeoChat-Instruct

Earth-OneVision (2B)

28.48AP Small

5

Jun 11, 2026

GeoChat-Instruct (test)

11.43Performance (Small)

4

Feb 27, 2026

Ship Dataset SAR Imagery

12.14mAP@0.5 (Small)

2

Feb 27, 2026

—

—AP Small

0

Feb 26, 2026

Popular datasets

NWPU VHR HIT UAV Swimming Pool Ship Dataset Urban Tree Crown Detection

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