Solar flare prediction on 10 CV datasets (test)
0.829TSSCDR-Transformer-10
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDR-Transformer-10number of magnetic field parameters=102026.02 | 0.829 | 93.4 | 10.6 | 0.489 | |
| Transformer-10number of magnetic field parameters=102026.02 | 0.814 | 97 | 15.6 | 0.452 | |
| Li et al.2026.02 | 0.768 | 90.4 | 13.6 | 0.513 | |
| CDR-Transformer-2number of magnetic field parameters=22026.02 | 0.714 | 92.4 | 21 | 0.47 | |
| Transformer-2number of magnetic field parameters=22026.02 | 0.697 | 78.2 | 8.5 | 0.448 | |
| CNN-BiLSTM2026.02 | 0.682 | 81.3 | 13.2 | 0.443 | |
| CNN2026.02 | 0.543 | 73.7 | 19.4 | 0.242 | |
| CDR-CNN2026.02 | 0.495 | 78.9 | 29.4 | 0.076 | |
| CDR-CNN-BiLSTM2026.02 | 0.453 | 73.6 | 13.8 | 0.017 |