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Papers Benchmarks Datasets Tasks

CAD-120 dataset and benchmarks · SOTA2 Research

Research Datasets

CAD-120

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Sub-activity Labeling

CAD-120

86Micro Precision/Recall

12

Sub-activity detection

CAD-120 leave-one-subject-out (cross-val)

90.4F1 Score

7

Action Recognition

CAD-120

85mAR

6

Monocular Camera Calibration

CAD-120 60 (test)

0.047ef (Focal Length Error)

6

Sub-activity Detection

CAD-120

94.7Sub-activity Accuracy (%)

6

CAD-120

83.2Sub-activity F1

4

Human activity anticipation

CAD-120 22

—Sub-activity F1 Score

0

Human activity detection

CAD-120 22

—Sub-activity F1 Score

0

Popular tasks

Sub-activity detection Detection Action Recognition Sub-activity Labeling Human activity detection

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