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