WiFi CSI Sensing on factory-like environment dataset
0.1202RMSEProposedMethod
Evaluation results
| Method | Links | |
|---|---|---|
| ProposedMethodLabel usage ratio(%)=50, Available stations=42026.03 | 0.1202 | |
| ProposedMethodLabel usage ratio(%)=30, Available stations=42026.03 | 0.1235 | |
| SMALabel usage ratio(%)=50, Available stations=42026.03 | 0.1257 | |
| ProposedMethodLabel usage ratio(%)=50, Available stations=12026.03 | 0.1287 | |
| ProposedMethodLabel usage ratio(%)=30, Available stations=12026.03 | 0.131 | |
| SMALabel usage ratio(%)=30, Available stations=42026.03 | 0.1311 | |
| OutputEnsembleLabel usage ratio(%)=50, Available stations=42026.03 | 0.1317 | |
| SMALabel usage ratio(%)=50, Available stations=12026.03 | 0.1347 | |
| ConstantLabel usage ratio(%)=30, Available stations=12026.03 | 0.137 | |
| ConstantLabel usage ratio(%)=30, Available stations=42026.03 | 0.137 | |
| ConstantLabel usage ratio(%)=50, Available stations=12026.03 | 0.137 | |
| ConstantLabel usage ratio(%)=50, Available stations=42026.03 | 0.137 | |
| OutputEnsembleLabel usage ratio(%)=50, Available stations=12026.03 | 0.1375 | |
| SMALabel usage ratio(%)=30, Available stations=12026.03 | 0.1391 | |
| RELabel usage ratio(%)=50, Available stations=42026.03 | 0.1423 | |
| InpaintingLabel usage ratio(%)=50, Available stations=42026.03 | 0.1441 | |
| RELabel usage ratio(%)=30, Available stations=42026.03 | 0.1457 | |
| RELabel usage ratio(%)=50, Available stations=12026.03 | 0.1475 | |
| CroSSLLabel usage ratio(%)=50, Available stations=42026.03 | 0.1551 | |
| RELabel usage ratio(%)=30, Available stations=12026.03 | 0.1552 | |
| CroSSLLabel usage ratio(%)=50, Available stations=12026.03 | 0.1555 | |
| CroSSLLabel usage ratio(%)=30, Available stations=42026.03 | 0.1561 | |
| InpaintingLabel usage ratio(%)=50, Available stations=12026.03 | 0.1585 | |
| OutputEnsembleLabel usage ratio(%)=30, Available stations=42026.03 | 0.1592 | |
| CroSSLLabel usage ratio(%)=30, Available stations=12026.03 | 0.1702 | |
| OutputEnsembleLabel usage ratio(%)=30, Available stations=12026.03 | 0.1746 | |
| AutoFiLabel usage ratio(%)=30, Available stations=42026.03 | 0.1793 | |
| AutoFiLabel usage ratio(%)=30, Available stations=12026.03 | 0.1973 | |
| InpaintingLabel usage ratio(%)=30, Available stations=42026.03 | 0.203 | |
| InpaintingLabel usage ratio(%)=30, Available stations=12026.03 | 0.2125 | |
| NaiveSupervisedLabel usage ratio(%)=30, Available stations=42026.03 | 0.2309 | |
| NaiveSupervisedLabel usage ratio(%)=50, Available stations=42026.03 | 0.234 | |
| AutoFiLabel usage ratio(%)=50, Available stations=42026.03 | 0.2364 | |
| NaiveSupervisedLabel usage ratio(%)=30, Available stations=12026.03 | 0.2522 | |
| NaiveSupervisedLabel usage ratio(%)=50, Available stations=12026.03 | 0.2596 | |
| AutoFiLabel usage ratio(%)=50, Available stations=12026.03 | 0.3438 | |
| DAELabel usage ratio(%)=50, Available stations=42026.03 | 0.913 | |
| DAELabel usage ratio(%)=30, Available stations=42026.03 | 0.978 | |
| DAELabel usage ratio(%)=50, Available stations=12026.03 | 1.3113 | |
| DAELabel usage ratio(%)=30, Available stations=12026.03 | 1.4721 |