Channel prediction on Stochastic Velocity [0, 10) m/s
-34.417NMSE (dB)S&H (baseline)
Evaluation Results
| Method | Links | |
|---|---|---|
| S&H (baseline)Fine-tuning Samples (%)=02026.02 | -34.417 | |
| S&H (baseline)Fine-tuning Samples (%)=12026.02 | -34.417 | |
| S&H (baseline)Fine-tuning Samples (%)=22026.02 | -34.417 | |
| S&H (baseline)Fine-tuning Samples (%)=102026.02 | -34.417 | |
| S&H (baseline)Fine-tuning Samples (%)=502026.02 | -34.417 | |
| S&H (baseline)Fine-tuning Samples (%)=1002026.02 | -34.417 | |
| LWMFine-tuning Samples (%)=1002026.02 | -19.658 | |
| LWMFine-tuning Samples (%)=502026.02 | -15.512 | |
| GRU-PTFine-tuning Samples (%)=1002026.02 | -14.466 | |
| LSTM-PTFine-tuning Samples (%)=1002026.02 | -14.39 | |
| GRU-PTFine-tuning Samples (%)=502026.02 | -13.136 | |
| WiFo-Base-RTFine-tuning Samples (%)=1002026.02 | -13.101 | |
| LSTM-PTFine-tuning Samples (%)=502026.02 | -12.829 | |
| WiFo-BaseFine-tuning Samples (%)=1002026.02 | -12.696 | |
| LSTM-PTFine-tuning Samples (%)=102026.02 | -10.283 | |
| LWMFine-tuning Samples (%)=102026.02 | -9.904 | |
| WiFo-Base-RTFine-tuning Samples (%)=502026.02 | -9.408 | |
| LWMFine-tuning Samples (%)=22026.02 | -8.506 | |
| GRU-PTFine-tuning Samples (%)=102026.02 | -8.432 | |
| WiFo-BaseFine-tuning Samples (%)=502026.02 | -7.557 | |
| LWMFine-tuning Samples (%)=12026.02 | -7.551 | |
| LWMFine-tuning Samples (%)=02026.02 | -6.777 | |
| LSTM-PTFine-tuning Samples (%)=22026.02 | -6.756 | |
| LSTM-PTFine-tuning Samples (%)=12026.02 | -6.129 | |
| LSTM-PTFine-tuning Samples (%)=02026.02 | -6.105 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=1002026.02 | -5.52 | |
| GRU-PTFine-tuning Samples (%)=22026.02 | -3.628 | |
| WiFo-Base-RTFine-tuning Samples (%)=102026.02 | -3.109 | |
| GRU-PTFine-tuning Samples (%)=12026.02 | -3.062 | |
| GRU-PTFine-tuning Samples (%)=02026.02 | -3.054 | |
| WiFo-TinyFine-tuning Samples (%)=1002026.02 | -1.982 | |
| WiFo-BaseFine-tuning Samples (%)=102026.02 | -1.694 | |
| WiFo-Base-RTFine-tuning Samples (%)=22026.02 | -0.495 | |
| WiFo-BaseFine-tuning Samples (%)=22026.02 | -0.484 | |
| WiFo-Base-RTFine-tuning Samples (%)=12026.02 | 0.01 | |
| WiFo-BaseFine-tuning Samples (%)=12026.02 | 0.011 | |
| WiFo-BaseFine-tuning Samples (%)=02026.02 | 0.034 | |
| WiFo-Base-RTFine-tuning Samples (%)=02026.02 | 0.034 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=502026.02 | 0.073 | |
| WiFo-TinyFine-tuning Samples (%)=502026.02 | 0.193 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=102026.02 | 0.862 | |
| WiFo-TinyFine-tuning Samples (%)=102026.02 | 1.398 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=22026.02 | 1.646 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=12026.02 | 2.225 | |
| WiFo-TinyFine-tuning Samples (%)=22026.02 | 2.467 | |
| WiFo-TinyFine-tuning Samples (%)=12026.02 | 2.777 | |
| WiFo-Tiny-RTFine-tuning Samples (%)=02026.02 | 3.154 | |
| WiFo-TinyFine-tuning Samples (%)=02026.02 | 3.693 |