CSI Prediction on 3GPP CDL TDD (Generalization)
0.11NMSELLM4CP
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM4CPDelay Spread=200 ns2025.10 | 0.11 | |
| CSI-4CASTDelay Spread=200 ns2025.10 | 0.119 | |
| LLM4CPDelay Spread=400 ns2025.10 | 0.141 | |
| CSI-4CASTDelay Spread=50 ns2025.10 | 0.148 | |
| PADDelay Spread=400 ns2025.10 | 0.151 | |
| PADDelay Spread=200 ns2025.10 | 0.154 | |
| LLM4CPDelay Spread=50 ns2025.10 | 0.163 | |
| RNNDelay Spread=200 ns2025.10 | 0.164 | |
| CNNDelay Spread=400 ns2025.10 | 0.172 | |
| CNNDelay Spread=200 ns2025.10 | 0.173 | |
| CSI-4CASTDelay Spread=400 ns2025.10 | 0.174 | |
| RNNDelay Spread=50 ns2025.10 | 0.176 | |
| STEMGNNDelay Spread=200 ns2025.10 | 0.207 | |
| STEMGNNDelay Spread=400 ns2025.10 | 0.214 | |
| STEMGNNDelay Spread=50 ns2025.10 | 0.222 | |
| CNNDelay Spread=50 ns2025.10 | 0.23 | |
| PADDelay Spread=50 ns2025.10 | 0.272 | |
| RNNDelay Spread=400 ns2025.10 | 0.282 | |
| ARDelay Spread=400 ns2025.10 | 0.724 | |
| ARDelay Spread=200 ns2025.10 | 0.733 | |
| WIENERDelay Spread=400 ns2025.10 | 0.747 | |
| WIENERDelay Spread=200 ns2025.10 | 0.762 | |
| ARDelay Spread=50 ns2025.10 | 0.799 | |
| WIENERDelay Spread=50 ns2025.10 | 0.848 | |
| NPDelay Spread=400 ns2025.10 | 1.466 | |
| NPDelay Spread=200 ns2025.10 | 1.499 | |
| NPDelay Spread=50 ns2025.10 | 1.891 |