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ResearchFormerly WizWand

Gesture Recognition on WiGesture Dataset

99.48AccuracyCSI-BERT2
8.469632.097355.72579.3527Aug 20, 2024Sep 7, 2024Sep 26, 2024Oct 14, 2024Nov 2, 2024Nov 20, 2024Dec 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CSI-BERT2Data Processing=Original Data, Parameters=5M2024.1299.48
CrossFi2024.0898.17
Chen et al.Data Processing=CSI-BERT2 recover, Parameters=11M2024.1292.96
CSI-BERT2Data Processing=CSI-BERT recover, Parameters=5M2024.1292.7
Chen et al.Data Processing=CSI-BERT recover, Parameters=11M2024.1292.57
CSI-BERTData Processing=CSI-BERT2 recover, Parameters=2M2024.1292.18
CSI-BERT2Data Processing=CSI-BERT2 replace, Parameters=5M2024.1291.95
Chen et al.Data Processing=CSI-BERT2 replace, Parameters=11M2024.1291.92
CSI-BERT2Data Processing=CSI-BERT replace, Parameters=5M2024.1291.41
AutoFiArchitecture=CNN-based2024.0889.55
CSI-BERT2Data Processing=CSI-BERT2 recover, Parameters=5M2024.1289.06
Chen et al.Data Processing=Ordinary Kringing, Parameters=11M2024.1288.71
CSI-BERT2Data Processing=IDW, Parameters=5M2024.1288.28
CSI-BERT2Data Processing=Linear Interpolation, Parameters=5M2024.1288.25
MLPData Processing=CSI-BERT replace, Parameters=337K2024.1286.9
CSI-BERT2Data Processing=Ordinary Kringing, Parameters=5M2024.1285.93
Chen et al.Data Processing=CSI-BERT replace, Parameters=11M2024.1284.52
CSI-BERTData Processing=CSI-BERT2 replace, Parameters=2M2024.1281.51
Chen et al.Data Processing=Linear Interpolation, Parameters=11M2024.1280.75
ResNet-182024.0880.75
Chen et al.Data Processing=IDW, Parameters=11M2024.1280.32
CSI-BERTData Processing=CSI-BERT replace, Parameters=2M2024.1279.54
WiGRUNTData Processing=CSI-BERT2 recover, Parameters=11M2024.1278.97
WiGRUNTData Processing=CSI-BERT replace, Parameters=11M2024.1278.84
CSI-BERTData Processing=Original Data, Parameters=2M2024.1276.91
WiGRUNTData Processing=CSI-BERT2 replace, Parameters=11M2024.1274.99
WiGRUNTData Processing=Linear Interpolation, Parameters=11M2024.1274.91
CSI-BERTData Processing=Linear Interpolation, Parameters=2M2024.1274.55
CSI-BERT2024.0874.55
CSI-BERTData Processing=Ordinary Kringing, Parameters=2M2024.1274.27
MLPData Processing=CSI-BERT recover, Parameters=337K2024.1274.23
MLPData Processing=CSI-BERT2 replace, Parameters=337K2024.1273.68
MLPData Processing=Linear Interpolation, Parameters=337K2024.1272.91
MLPData Processing=CSI-BERT2 recover, Parameters=337K2024.1272.88
WiGRUNTData Processing=CSI-BERT recover, Parameters=11M2024.1271.87
CSI-BERTData Processing=CSI-BERT recover, Parameters=2M2024.1271.87
WiGRUNTData Processing=IDW, Parameters=11M2024.1271.06
WIGRUNT2024.0870.46
Chen et al.Data Processing=Original Data, Parameters=11M2024.1270.31
WiGRUNTData Processing=Ordinary Kringing, Parameters=11M2024.1269.99
CSI-BERTData Processing=IDW, Parameters=2M2024.1267.22
MLPData Processing=Original Data, Parameters=337K2024.1266.93
MLPData Processing=Ordinary Kringing, Parameters=337K2024.1265.62
CNNData Processing=CSI-BERT2 replace, Parameters=23K2024.1262.8
CNNData Processing=CSI-BERT replace, Parameters=23K2024.1261.51
CNNData Processing=CSI-BERT recover, Parameters=23K2024.1259.39
RNNData Processing=CSI-BERT replace, Parameters=33K2024.1258.8
CNNData Processing=Linear Interpolation, Parameters=23K2024.1258.35
CNNData Processing=Ordinary Kringing, Parameters=23K2024.1257.55
CNNData Processing=CSI-BERT2 recover, Parameters=23K2024.1257.27
Zhuravchak et al.2024.0856.93
CNNData Processing=IDW, Parameters=23K2024.1256.77
CNNData Processing=Original Data, Parameters=23K2024.1255.72
RNNData Processing=CSI-BERT2 replace, Parameters=33K2024.1255.48
RNNData Processing=CSI-BERT2 recover, Parameters=33K2024.1254.34
RNNData Processing=Ordinary Kringing, Parameters=33K2024.1253.64
LSTMData Processing=CSI-BERT replace, Parameters=133K2024.1252.36
LSTMData Processing=Ordinary Kringing, Parameters=133K2024.1250
LSTMData Processing=Linear Interpolation, Parameters=133K2024.1249.09
RNNData Processing=CSI-BERT recover, Parameters=33K2024.1248.96
WiGRUNTData Processing=Original Data, Parameters=11M2024.1248.73
RNNData Processing=IDW, Parameters=33K2024.1248.7
LSTMData Processing=CSI-BERT2 recover, Parameters=133K2024.1248.35
AutoFiArchitecture=MLP-based2024.0848.22
LSTMData Processing=IDW, Parameters=133K2024.1246.88
RNNData Processing=Linear Interpolation, Parameters=33K2024.1245.32
Yang et al.2024.0843.75
Ding et al.2024.0843.75
LSTMData Processing=CSI-BERT2 replace, Parameters=133K2024.1240.79
MLPData Processing=IDW, Parameters=337K2024.1240.17
RNNData Processing=Original Data, Parameters=33K2024.1239.56
LSTMData Processing=CSI-BERT recover, Parameters=133K2024.1222.92
LSTMData Processing=Original Data, Parameters=133K2024.1211.97