Channel prediction on Stochastic Velocity [20, 30) m/s
-21.343NMSE (dB)S&H (baseline)
Evaluation Results
| Method | Links | |
|---|---|---|
| S&H (baseline)Fine-tuning Samples (%)=02026.02 | -21.343 | |
| S&H (baseline)Fine-tuning Samples (%)=12026.02 | -21.343 | |
| S&H (baseline)Fine-tuning Samples (%)=22026.02 | -21.343 | |
| S&H (baseline)Fine-tuning Samples (%)=102026.02 | -21.343 | |
| S&H (baseline)Fine-tuning Samples (%)=502026.02 | -21.343 | |
| S&H (baseline)Fine-tuning Samples (%)=1002026.02 | -21.343 | |
| LWMFine-tuning Samples (%)=1002026.02 | -15.772 | |
| LWMFine-tuning Samples (%)=502026.02 | -14.728 | |
| WiFo-Base-RTFine-tuning Samples (%)=1002026.02 | -14.133 | |
| LSTM-PTFine-tuning Samples (%)=1002026.02 | -13.285 | |
| GRU-PTFine-tuning Samples (%)=1002026.02 | -12.859 | |
| LSTM-PTFine-tuning Samples (%)=502026.02 | -12.605 | |
| WiFo-BaseFine-tuning Samples (%)=1002026.02 | -12.367 | |
| GRU-PTFine-tuning Samples (%)=502026.02 | -11.643 | |
| LSTM-PTFine-tuning Samples (%)=102026.02 | -9.851 | |
| LWMFine-tuning Samples (%)=102026.02 | -9.191 | |
| WiFo-Base-RTFine-tuning Samples (%)=502026.02 | -8.927 | |
| WiFo-BaseFine-tuning Samples (%)=502026.02 | -8.055 | |
| LWMFine-tuning Samples (%)=22026.02 | -7.955 | |
| GRU-PTFine-tuning Samples (%)=102026.02 | -7.751 | |
| LWMFine-tuning Samples (%)=12026.02 | -6.93 | |
| LSTM-PTFine-tuning Samples (%)=22026.02 | -6.651 | |
| LWMFine-tuning Samples (%)=02026.02 | -6.148 | |
| LSTM-PTFine-tuning Samples (%)=12026.02 | -6.064 | |
| LSTM-PTFine-tuning Samples (%)=02026.02 | -6.057 | |
| GRU-PTFine-tuning Samples (%)=22026.02 | -3.496 | |
| GRU-PTFine-tuning Samples (%)=12026.02 | -2.963 | |
| GRU-PTFine-tuning Samples (%)=02026.02 | -2.937 | |
| WiFo-Base-RTFine-tuning Samples (%)=102026.02 | -2.33 | |
| WiFo-BaseFine-tuning Samples (%)=102026.02 | -1.154 | |
| WiFo-TinyFine-tuning Samples (%)=1002026.02 | -0.75 | |
| WiFo-BaseFine-tuning Samples (%)=22026.02 | -0.336 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=1002026.02 | -0.055 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=502026.02 | -0.048 | |
| WiFo-Base-RTFine-tuning Samples (%)=22026.02 | -0.032 | |
| WiFo-BaseFine-tuning Samples (%)=12026.02 | -0.024 | |
| WiFo-Base-RTFine-tuning Samples (%)=12026.02 | -0.024 | |
| WiFo-BaseFine-tuning Samples (%)=02026.02 | 0.066 | |
| WiFo-Base-RTFine-tuning Samples (%)=02026.02 | 0.066 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=102026.02 | 0.133 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=22026.02 | 0.162 | |
| WiFo-TinyFine-tuning Samples (%)=502026.02 | 0.201 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=12026.02 | 0.657 | |
| WiFo-TinyFine-tuning Samples (%)=102026.02 | 1.181 | |
| WiFo-TinyFine-tuning Samples (%)=22026.02 | 2.117 | |
| WiFo-TinyFine-tuning Samples (%)=12026.02 | 2.139 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=02026.02 | 3.04 | |
| WiFo-TinyFine-tuning Samples (%)=02026.02 | 3.566 |