| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Chinese Spelling Check | LEMON | CAR63.28 | 21 | |
| Age-group Classification | LEMON EEG | BAC80.39 | 10 | |
| Age-group Classification | LEMON fMRI | BAC64.83 | 10 | |
| Chinese Spell Checking | LEMON (test) | GAM22.6 | 10 | |
| TMT Score Prediction | LEMON | Mean Balanced Accuracy42.88 | 8 | |
| MDBF Score Prediction | LEMON | Mean Balanced Accuracy40.23 | 8 | |
| CVLT Score Prediction | LEMON | Mean Balanced Accuracy44.36 | 8 | |
| TMT Score Prediction | LEMON-TMT | Balanced Accuracy42.88 | 8 | |
| Dynamical Systems Reconstruction | LEMON empirical (train/evaluation) | Dstsp2.73 | 8 | |
| Binary video classification of surgery types | LEMON | Accuracy98.9 | 5 | |
| Multi-label video classification of procedure types | LEMON | mAP57.8 | 5 |