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SOTA Hand Gesture Recognition benchmarks and papers with code | Wizwand
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Hand Gesture Recognition
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
SHREC 14 Gestures 17
DSTSA-GCN
Accuracy
97.74
42
4d ago
SHREC 28 Gestures '17
Two-stream NN
Accuracy
94.05
26
4d ago
NVGesture
DTN (CAPF)
Accuracy
91.7
23
4d ago
EgoGesture (test)
TSM+W3
Accuracy
94.3
21
4d ago
DHG 28 gestures
DSTA-Net
Accuracy
90.9
18
4d ago
DHG 14 gestures
DSTA-Net
Accuracy
93.8
18
4d ago
Cambridge Hand Gesture (test)
2 CNN + LSTM
Model Params
1,002
17
4d ago
Jester 1 (test)
DRX3D
Top-1 Accuracy
96.6
17
4d ago
NVGesture 2016 (test)
MTUT
Accuracy
84.85
17
4d ago
SHREC 2017 (val)
e2eET
Accuracy (14G)
97.86
15
4d ago
DHG1428 (val)
Tripathi et al.
Accuracy (14G)
98.1
13
4d ago
DHG-14 (Both)
3D Skeleton CNN+LSTM
Average Recognition Rate
85.61
12
4d ago
DHG-14 (Coarse)
SL-fusion-Maximum
Average Recognition Rate
90.94
12
4d ago
DHG-14 Fine
3D Skeleton CNN+LSTM
Average Recognition Rate
78
12
4d ago
DVS128 10-class (test)
PLEIADES
Accuracy
100
11
4d ago
FPHA 1:1 evaluation protocol (val)
Sabater et al.
Accuracy
95.93
10
4d ago
FPHA (val)
Sabater et al.
Accuracy
95.93
10
4d ago
VIVA hand gesture dataset (8-fold cross-subject)
MTUT
Accuracy
81.33
10
4d ago
Senz3D 30% (test)
GestureGAN
Accuracy
99.747
6
4d ago
NTU Hand Digit (test)
GestureGAN
Accuracy
96.667
6
4d ago
Jester (test)
MultiScale TRN
Top-1 Acc
94.78
6
4d ago
VIVA
MTUT^F
Accuracy
86.08
6
4d ago
Home-scenario (test)
MiMo-VL-Miloco-7B
F1 Score (OK)
86.3
4
4d ago
CNR (val)
Lupinetti et al.
Accuracy
98.78
4
4d ago
Cambridge hand gesture dataset (Overall)
Cov3D
Avg Recognition Rate
0.93
4
4d ago
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