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Object Localisation research benchmarks · SOTA2 Research

Object Localisation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Backprop on AlexNet

34.83Top-1 Error

44

Feb 26, 2026

LVIS subset with <= 3 objects (test)

26mIoU

13

Feb 26, 2026

COCO subset with <= 3 objects (test)

35mIoU

13

Feb 26, 2026

PVOC subset with <= 3 objects 2007 (test)

45mIoU

13

Feb 26, 2026

Tiny-ImageNet (test)

57.79GT Localization Accuracy

12

Feb 26, 2026

ScanNet partial scenes v2 (test)

LayoutTransformer

0.59mSLE

9

Feb 26, 2026

ResNet (Ensemble)

9Top-5 Error

8

Feb 26, 2026

Popular datasets

ILSVRC ImageNet ScanNet COCO LVIS

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