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Papers Benchmarks Datasets Tasks

Unsupervised Object Discovery research benchmarks · SOTA2 Research

Unsupervised Object Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

60.5CorLoc

86

May 19, 2026

PASCAL VOC 2012

71.71CorLoc

42

Apr 15, 2026

PASCAL VOC 2007

69.65CorLoc

33

Apr 15, 2026

VOC 2007 (train+val)

59.5CorLoc

22

Apr 28, 2026

VOC 2012 (trainval)

61.3CorLoc

9

Apr 28, 2026

Unsupervised Object Discovery

71.1Points-in-Box

9

Apr 15, 2026

DINOSAUR-Trans.

44mBOi

7

May 13, 2026

DINOSAUR-Trans.

32.3mBOi Score

6

May 13, 2026

ClevrTex (test)

Invariant Slot Attention

91.3FG-ARI

5

Feb 26, 2026

COCO 20k (test)

23.4CorLoc

4

Mar 30, 2026

PASCAL VOC 2007 (test)

30.8CorLoc

4

Mar 30, 2026

Popular datasets

COCO Pascal VOC VOC Object Discovery CLEVRTEX

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