Hand Gesture Recognition on SHREC 14 Gestures 17

97.74Accuracy

DSTSA-GCN

Updated 4d ago

Evaluation Results

Method	Links
DSTSA-GCN 2025.01		97.74
STDA-GCN 2025.01		97.14
TD-GCN 2025.01		97.02
DSTSA-GCN 2025.01		96.67
Two-stream NN 2021.03		96.31
CTR-GCN 2025.01		96.1
DSTSA-GCN 2025.01		95.52
Shift-GCN 2025.01		95.5
STA-GCN 2025.01		95.4
ResGCNeXt 2025.01		95.36
HPEV 2025.01		94.9
DD-Net (filters=64) 2019.07		94.6
DD-Net 2021.03		94.6
DG-STA 2019.07		94.4
STA-Res-TCN 2019.07		93.6
STA-Res-TCN 2019.07		93.6
Ours 2021.03		93.57
DD-Net (filters=32) 2019.07		93.5
DD-Net (filters=64, w/o global fast motion) 2019.07		93.3
HG-GCN 2025.01		92.8
ST-GCN 2019.07		92.7
DD-Net (filters=64, w/o global slow motion) 2019.07		92.7
ST-GCN 2025.01		92.7
DD-Net (filters=16) 2019.07		91.8
Parallel CNN 2019.07		91.3
MFA-Net 2019.07		91.3
Res-TCN 2019.07		91.1
Boulahia et al. 2019.07		90.5
CNN+LSTM 2019.07		89.8
Caputo et al. 2019.07		89.5
DSTSA-GCN 2025.01		89.4
DSTSA-GCN 2025.01		89.05
SoCJ+HoHD+HoWR 2019.07		88.2
Dynamic hand 2019.07		88.2
SoCJ+Direction+Rotation 2019.07		86.9
Ohn-Bar et al. 2019.07		83.9
Classify Sequence by Key Frames 2019.07		82.9
Key-frame CNN 2019.07		82.9
Devanne et al. 2019.07		79.4
Oreifej et al. 2019.07		78.5
3 Cent 2019.07		77.9
DD-Net (filters=64, w/o global fast&slow motion) 2019.07		55.2