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ResearchFormerly WizWand

Keypoint Transfer

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

SPair-71K (test)

68.2Bicycle

38

Feb 26, 2026

PASCAL VOC within training animal categories 1.0 (test)

Universal Canonical Maps (w/ i2m-all)

59.2PCK Transfer (Horse)

9

Feb 26, 2026

CUB Bird (test)

55.5PCK@0.1

8

Feb 26, 2026

CUB Bird excluding 50 aquatic bird classes (test)

63.5PCK@0.1

6

Feb 26, 2026

PASCAL VOC 12 (test)

73.2PCK (Horse)

5

Feb 26, 2026

PASCAL Horse (test)

42.9PCK@0.1

3

Feb 26, 2026

PASCAL VOC 2011 (test)

28.2Aero

3

Feb 26, 2026