CSI Prediction on 3GPP CDL FDD (Regular)
0.184NMSELLM4CP
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM4CPDelay Spread=300 ns2025.10 | 0.184 | |
| CSI-4CASTDelay Spread=300 ns2025.10 | 0.19 | |
| RNNDelay Spread=300 ns2025.10 | 0.255 | |
| RNNDelay Spread=30 ns2025.10 | 0.301 | |
| CSI-4CASTDelay Spread=30 ns2025.10 | 0.316 | |
| RNNDelay Spread=100 ns2025.10 | 0.318 | |
| LLM4CPDelay Spread=30 ns2025.10 | 0.334 | |
| CSI-4CASTDelay Spread=100 ns2025.10 | 0.342 | |
| LLM4CPDelay Spread=100 ns2025.10 | 0.467 | |
| STEMGNNDelay Spread=30 ns2025.10 | 0.493 | |
| STEMGNNDelay Spread=300 ns2025.10 | 0.523 | |
| STEMGNNDelay Spread=100 ns2025.10 | 0.597 | |
| CNNDelay Spread=300 ns2025.10 | 0.626 | |
| CNNDelay Spread=30 ns2025.10 | 0.631 | |
| CNNDelay Spread=100 ns2025.10 | 0.8 | |
| WIENERDelay Spread=100 ns2025.10 | 1.022 | |
| WIENERDelay Spread=300 ns2025.10 | 1.036 | |
| WIENERDelay Spread=30 ns2025.10 | 1.104 | |
| NPDelay Spread=300 ns2025.10 | 2.488 | |
| NPDelay Spread=30 ns2025.10 | 2.798 | |
| NPDelay Spread=100 ns2025.10 | 2.92 |