CSI Prediction on WiFall
4.8598MSECSI-BERT2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CSI-BERT2Size=5M, GFLOPS=0.51592024.12 | 4.8598 | 14.71 | 13.47 | 0.49 | |
| MambaSize=5M, GFLOPS=0.50622024.12 | 6.4666 | 15.32 | 17.56 | 0.12 | |
| LSTMSize=133K, GFLOPS=0.01342024.12 | 7.1495 | 16.24 | 18.82 | 0.04 | |
| CV-3DCNNSize=19K, GFLOPS=0.10332024.12 | 8.2616 | 17.13 | 19.81 | 0.03 | |
| GRUSize=100K, GFLOPS=0.012024.12 | 16.5353 | 23.95 | 29.63 | 0.07 | |
| OCEANSize=126K, GFLOPS=0.01262024.12 | 16.8825 | 24.23 | 29.78 | 0.03 | |
| ConvLSTMSize=152K, GFLOPS=0.11362024.12 | 16.8935 | 24.29 | 29.83 | 0.03 | |
| RNNSize=33K, GFLOPS=0.00332024.12 | 16.9083 | 24.24 | 29.88 | 0.04 |