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Papers Benchmarks Datasets Tasks

Class-agnostic Object Detection research benchmarks · SOTA2 Research

Class-agnostic Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MS COCO 2017 (val)

8.2AP (Overall)

15

Feb 27, 2026

1,170AP50

9

Feb 26, 2026

3,320AP50

9

Feb 26, 2026

4,820AP50

9

Feb 26, 2026

4,360AP50

9

Feb 26, 2026

6,860AP50

9

Feb 26, 2026

63.8AP50

4

Feb 26, 2026

57.7AP50

4

Feb 26, 2026

50.6AP50

4

Feb 26, 2026

45.4AP50

4

Feb 26, 2026

DSEC-Detection (test)

43.32AUC

2

Feb 26, 2026

Popular datasets

MS-COCO KITTI Pascal VOC DSEC Objects365

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