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ResearchFormerly WizWand

Gesture Recognition

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Drive&Act (val)

40.56Mean Per-Class Acc

3

Feb 26, 2026

JIGSAWS Knot Typing

86.5Accuracy

3

Feb 26, 2026

JIGSAWS (Leave-one-user-out)

80.3Accuracy

3

Feb 26, 2026

CSI Gesture Recognition Datasets

92.7Accuracy

2

Jul 7, 2026

Northwestern University dataset

96.1Accuracy

2

Feb 26, 2026

Kinetics-Skeleton

Two-stream adaptive graph convolutional network

58Accuracy

1

Mar 9, 2026

Two-stream adaptive graph convolutional network

95Accuracy

1

Mar 9, 2026

Static HAnd PosE (SHAPE) Dataset

Deep neural network models

96Accuracy

1

Mar 9, 2026

TCG cross-view (test)

—

—Primary metric

0

Feb 26, 2026

—

—Accuracy

0

Feb 26, 2026

—

—Accuracy

0

Feb 26, 2026