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Papers Benchmarks Datasets Tasks

Keypoint Localization research benchmarks · SOTA2 Research

Keypoint Localization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

COFW All Points

5.93Avg Keypoint Error

7

Feb 26, 2026

95.23PCK

6

May 14, 2026

MPII (cross-dataset)

96.1Acc (Shoulder)

6

Feb 26, 2026

Human-Art (cross-dataset)

64.8AP

6

Feb 26, 2026

81.7mAP

6

Feb 26, 2026

PASCAL VOC 2012

conv6+conv12+pLikelihood

66Aero Acc

5

Feb 26, 2026

Synthetic Multimodal Surgical Dataset (test)

7.93Keypoint Distance

4

Mar 27, 2026

COFW Visible Points

4.67Average Keypoint Localization Error

4

Feb 26, 2026

CUB-200-2011 (test)

91.3Back Keypoint Accuracy

3

Feb 26, 2026

Popular datasets

COFW CUB Pascal VOC CropCOCO MPII

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