CSI Forecasting on TDD
0FLOPs (G)NP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NPTrainable Params (M)=0, Total Params (M)=02025.10 | 0 | 0.042 | — | 0 | |
| ARTrainable Params (M)=0, Total Params (M)=02025.10 | 0.108 | 2.818 | — | 25.854 | |
| WIENERTrainable Params (M)=0, Total Params (M)=02025.10 | 0.157 | 2.792 | — | 151.465 | |
| PADTrainable Params (M)=0, Total Params (M)=02025.10 | 14.75 | 61.808 | — | 1,406.25 | |
| CNNTrainable Params (M)=0.197, Total Params (M)=0.1972025.10 | 60.45 | 0.968 | 0.976 | 0.752 | |
| CSI-4CASTTrainable Params (M)=21.914, Total Params (M)=21.9142025.10 | 71.9 | 8.099 | 10.668 | 98.255 | |
| STEMGNNTrainable Params (M)=2.345, Total Params (M)=2.3452025.10 | 91.62 | 11.918 | 12.105 | 8.943 | |
| RNNTrainable Params (M)=156.312, Total Params (M)=156.3122025.10 | 190.04 | 6.881 | 6.936 | 596.284 | |
| LLM4CPTrainable Params (M)=4.532, Total Params (M)=144.1402025.10 | 366.96 | 15.194 | 15.528 | 576.383 |