| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | D12 | Mean Accuracy93.87 | 30 | |
| Reward Prediction | D12 | MAE5.45 | 10 | |
| Cost Prediction | D12 | MAE109.27 | 10 | |
| Count Prediction | D12 | MAE10.53 | 9 | |
| Time-Domain Prediction | D12 | NMSE (dB)-7.68 | 6 | |
| Reliability Assessment | D12 (test) | AU-ARC95.05 | 5 | |
| Frequency-Domain Prediction | D12 | NMSE (dB)-15.47 | 5 | |
| CSI Reconstruction | D12 | NMSE (dB)-18.19 | 3 |