CSI Prediction on WiGesture
3.2942MSECSI-BERT2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CSI-BERT2Size=5M, GFLOPS=0.51592024.12 | 3.2942 | 0.1583 | 0.1349 | 0.46 | |
| CV-3DCNNSize=19K, GFLOPS=0.10332024.12 | 11.3017 | 0.2267 | 0.3044 | 0.04 | |
| LSTMSize=133K, GFLOPS=0.01342024.12 | 12.3254 | 0.2397 | 0.3967 | 0.05 | |
| MambaSize=5M, GFLOPS=0.50622024.12 | 12.3281 | 0.2392 | 0.3277 | 0.24 | |
| RNNSize=33K, GFLOPS=0.00332024.12 | 19.4708 | 0.2877 | 0.4063 | 0.04 | |
| OCEANSize=126K, GFLOPS=0.01262024.12 | 19.6257 | 0.2925 | 0.4231 | 0.05 | |
| ConvLSTMSize=152K, GFLOPS=0.11362024.12 | 19.7038 | 0.2921 | 0.4242 | 0.04 | |
| GRUSize=100K, GFLOPS=0.012024.12 | 19.718 | 0.2922 | 0.4243 | 0.04 |