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ResearchFormerly WizWand

Channel prediction on Stochastic Velocity [20, 30) m/s

-21.343NMSE (dB)S&H (baseline)
-22.33936-15.61393-8.8885-2.16307Feb 22, 2026
Updated 7mo ago

Evaluation results

MethodLinks
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 (%)=02026.020.066
WiFo-Base-RTFine-tuning Samples (%)=02026.020.066
WiFo-Tiny-RTFine-tuning Samples (%)=102026.020.133
WiFo-Tiny-RTFine-tuning Samples (%)=22026.020.162
WiFo-TinyFine-tuning Samples (%)=502026.020.201
WiFo-Tiny-RTFine-tuning Samples (%)=12026.020.657
WiFo-TinyFine-tuning Samples (%)=102026.021.181
WiFo-TinyFine-tuning Samples (%)=22026.022.117
WiFo-TinyFine-tuning Samples (%)=12026.022.139
WiFo-Tiny-RTFine-tuning Samples (%)=02026.023.04
WiFo-TinyFine-tuning Samples (%)=02026.023.566