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Papers Benchmarks Datasets Tasks

Single-object discovery research benchmarks · SOTA2 Research

Single-object discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

57.5CorLoc

27

May 13, 2026

PASCAL VOC 2007 (trainval)

71.4CorLoc

26

Feb 26, 2026

PASCAL VOC 2012 (trainval)

70.4CorLoc

12

Feb 26, 2026

61.9Performance

10

May 13, 2026

OpenImages Op50K

49.5CorLoc

6

Feb 26, 2026

48.6CorLoc

6

Feb 26, 2026

OpenImages Op1.7M

49.4CorLoc

5

Feb 26, 2026

ImageNet 6 held-out classes (test)

63.2Discovery

2

Feb 26, 2026

0.434Performance

2

Feb 26, 2026

55.9Performance

2

Feb 26, 2026

82.2Performance

2

Feb 26, 2026

Popular datasets

VOC COCO Pascal VOC OpenImages ImageNet

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