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Gesture Recognition on WiGesture Dataset

99.48Accuracy

CSI-BERT2

Updated 1mo ago

Evaluation Results

Method	Links
CSI-BERT2 2024.12		99.48
CrossFi 2024.08		98.17
Chen et al. 2024.12		92.96
CSI-BERT2 2024.12		92.7
Chen et al. 2024.12		92.57
CSI-BERT 2024.12		92.18
CSI-BERT2 2024.12		91.95
Chen et al. 2024.12		91.92
CSI-BERT2 2024.12		91.41
AutoFi 2024.08		89.55
CSI-BERT2 2024.12		89.06
Chen et al. 2024.12		88.71
CSI-BERT2 2024.12		88.28
CSI-BERT2 2024.12		88.25
MLP 2024.12		86.9
CSI-BERT2 2024.12		85.93
Chen et al. 2024.12		84.52
CSI-BERT 2024.12		81.51
Chen et al. 2024.12		80.75
ResNet-18 2024.08		80.75
Chen et al. 2024.12		80.32
CSI-BERT 2024.12		79.54
WiGRUNT 2024.12		78.97
WiGRUNT 2024.12		78.84
CSI-BERT 2024.12		76.91
WiGRUNT 2024.12		74.99
WiGRUNT 2024.12		74.91
CSI-BERT 2024.12		74.55
CSI-BERT 2024.08		74.55
CSI-BERT 2024.12		74.27
MLP 2024.12		74.23
MLP 2024.12		73.68
MLP 2024.12		72.91
MLP 2024.12		72.88
WiGRUNT 2024.12		71.87
CSI-BERT 2024.12		71.87
WiGRUNT 2024.12		71.06
WIGRUNT 2024.08		70.46
Chen et al. 2024.12		70.31
WiGRUNT 2024.12		69.99
CSI-BERT 2024.12		67.22
MLP 2024.12		66.93
MLP 2024.12		65.62
CNN 2024.12		62.8
CNN 2024.12		61.51
CNN 2024.12		59.39
RNN 2024.12		58.8
CNN 2024.12		58.35
CNN 2024.12		57.55
CNN 2024.12		57.27
Zhuravchak et al. 2024.08		56.93
CNN 2024.12		56.77
CNN 2024.12		55.72
RNN 2024.12		55.48
RNN 2024.12		54.34
RNN 2024.12		53.64
LSTM 2024.12		52.36
LSTM 2024.12		50
LSTM 2024.12		49.09
RNN 2024.12		48.96
WiGRUNT 2024.12		48.73
RNN 2024.12		48.7
LSTM 2024.12		48.35
AutoFi 2024.08		48.22
LSTM 2024.12		46.88
RNN 2024.12		45.32
Yang et al. 2024.08		43.75
Ding et al. 2024.08		43.75
LSTM 2024.12		40.79
MLP 2024.12		40.17
RNN 2024.12		39.56
LSTM 2024.12		22.92
LSTM 2024.12		11.97