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Papers Benchmarks Datasets Tasks

Multi-object Discovery research benchmarks · SOTA2 Research

Multi-object Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VOC 2007 (trainval)

24.5AP50

12

Feb 27, 2026

OpenImages Op50K (train)

16.2Detection Rate

10

Feb 26, 2026

COCO C120K (train)

15.7DetRate

10

Feb 26, 2026

COCO C20K (train)

15.7DetRate

10

Feb 26, 2026

12.4AP50

6

Feb 27, 2026

OpenImages Op50K

6.46AP50

6

Feb 26, 2026

6.64AP50

6

Feb 26, 2026

6.63AP50

6

Feb 26, 2026

OpenImages Op1.7M (train)

16DetRate

6

Feb 26, 2026

COCO 20k (trainval)

7.93odAP50

6

Feb 26, 2026

VOC 2012 (trainval)

24.9AP50

6

Feb 26, 2026

OpenImages (Op1.7M)

6.28AP50

5

Feb 26, 2026

19.8Recall

4

May 13, 2026

42.4Recall

4

May 13, 2026

28.1Discovery Performance

1

Feb 26, 2026

Popular datasets

COCO VOC OpenImages MS-COCO

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