Channel prediction on Stochastic Velocity [10, 20) m/s
-25.582NMSE (dB)S&H (baseline)
Evaluation results
| Method | Links | |
|---|---|---|
| S&H (baseline)Fine-tuning Samples (%)=02026.02 | -25.582 | |
| S&H (baseline)Fine-tuning Samples (%)=12026.02 | -25.582 | |
| S&H (baseline)Fine-tuning Samples (%)=22026.02 | -25.582 | |
| S&H (baseline)Fine-tuning Samples (%)=102026.02 | -25.582 | |
| S&H (baseline)Fine-tuning Samples (%)=502026.02 | -25.582 | |
| S&H (baseline)Fine-tuning Samples (%)=1002026.02 | -25.582 | |
| LWMFine-tuning Samples (%)=1002026.02 | -18.08 | |
| LWMFine-tuning Samples (%)=502026.02 | -15.311 | |
| LSTM-PTFine-tuning Samples (%)=1002026.02 | -13.949 | |
| WiFo-Base-RTFine-tuning Samples (%)=1002026.02 | -13.785 | |
| GRU-PTFine-tuning Samples (%)=1002026.02 | -13.428 | |
| LSTM-PTFine-tuning Samples (%)=502026.02 | -12.987 | |
| WiFo-BaseFine-tuning Samples (%)=1002026.02 | -12.402 | |
| GRU-PTFine-tuning Samples (%)=502026.02 | -12.393 | |
| LWMFine-tuning Samples (%)=102026.02 | -9.609 | |
| LSTM-PTFine-tuning Samples (%)=102026.02 | -9.589 | |
| WiFo-Base-RTFine-tuning Samples (%)=502026.02 | -8.867 | |
| LWMFine-tuning Samples (%)=22026.02 | -8.266 | |
| WiFo-BaseFine-tuning Samples (%)=502026.02 | -8.223 | |
| GRU-PTFine-tuning Samples (%)=102026.02 | -7.764 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=1002026.02 | -7.463 | |
| LWMFine-tuning Samples (%)=12026.02 | -7.237 | |
| LSTM-PTFine-tuning Samples (%)=22026.02 | -6.738 | |
| LWMFine-tuning Samples (%)=02026.02 | -6.446 | |
| LSTM-PTFine-tuning Samples (%)=12026.02 | -6.083 | |
| LSTM-PTFine-tuning Samples (%)=02026.02 | -6.035 | |
| GRU-PTFine-tuning Samples (%)=22026.02 | -3.324 | |
| GRU-PTFine-tuning Samples (%)=12026.02 | -2.834 | |
| GRU-PTFine-tuning Samples (%)=02026.02 | -2.827 | |
| WiFo-Base-RTFine-tuning Samples (%)=102026.02 | -2.353 | |
| WiFo-TinyFine-tuning Samples (%)=1002026.02 | -1.293 | |
| WiFo-BaseFine-tuning Samples (%)=102026.02 | -1.271 | |
| WiFo-Base-RTFine-tuning Samples (%)=22026.02 | -0.404 | |
| WiFo-BaseFine-tuning Samples (%)=22026.02 | -0.282 | |
| WiFo-Base-RTFine-tuning Samples (%)=12026.02 | -0.224 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=502026.02 | -0.21 | |
| WiFo-BaseFine-tuning Samples (%)=12026.02 | -0.097 | |
| WiFo-BaseFine-tuning Samples (%)=02026.02 | 0.062 | |
| WiFo-Base-RTFine-tuning Samples (%)=02026.02 | 0.062 | |
| WiFo-TinyFine-tuning Samples (%)=502026.02 | 0.194 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=102026.02 | 0.985 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=22026.02 | 1.103 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=12026.02 | 1.127 | |
| WiFo-TinyFine-tuning Samples (%)=102026.02 | 1.245 | |
| WiFo-TinyFine-tuning Samples (%)=22026.02 | 2.222 | |
| WiFo-TinyFine-tuning Samples (%)=12026.02 | 2.265 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=02026.02 | 3.286 | |
| WiFo-TinyFine-tuning Samples (%)=02026.02 | 3.841 |