| Mental Arithmetic | SCOPE | AUPRC64.64 | | 32 | 4d ago |
| SEED | SCOPE | AUPRC74.25 | | 32 | 4d ago |
| ISRUC | SCOPE | Kappa63.46 | | 32 | 4d ago |
| TUH Abnormal EEG Corpus (test) | Unrolled Graph Signal Denoising Network | Accuracy0.9069 | | 11 | 4d ago |
| BCIC IV-2A (test) | EEG-CSANet | Subject 1 Accuracy94.44 | | 10 | 3d ago |
| TUSL (test) | LaBraM-Base | Balanced Accuracy76.25 | | 9 | 4d ago |
| TUEV (test) | LaBraM-Base | Balanced Accuracy64.09 | | 9 | 4d ago |
| HMC (subject-independent chronological random) | NeuroWeaver | Balanced Accuracy77.37 | | 9 | 4d ago |
| SEED subject-independent chronological random | LaBraM-Base | Balanced Accuracy73.18 | | 9 | 4d ago |
| Workload | NeuroWeaver | Balanced Accuracy73.91 | | 9 | 4d ago |
| BCIC 2B IV | EEG-CSANet | B1 Score83.13 | | 9 | 4d ago |
| HGD | EEG-CSANet | Accuracy97.15 | | 8 | 4d ago |
| EEG Classification | SPDNet | Forward Latency (ms)0.03 | | 8 | 4d ago |
| CHB-MIT | RL-BioAug | B-ACC76.24 | | 7 | 4d ago |
| CLARE | GEEGA | Accuracy73.29 | | 7 | 4d ago |
| CL-Drive | GEEGA | Accuracy74.64 | | 7 | 4d ago |
| BCI-2a | GEEGA | Accuracy73.54 | | 7 | 4d ago |
| TDBRAIN 1% labels (test) | COMET | Accuracy72.93 | | 7 | 4d ago |
| TDBRAIN 10% labels (test) | COMET | Accuracy0.7928 | | 7 | 4d ago |
| TDBRAIN 100% labels (test) | COMET | Accuracy85.47 | | 7 | 4d ago |
| AD 1% labels (test) | COMET | Accuracy88.22 | | 7 | 4d ago |
| AD 10% labels (test) | COMET | Accuracy91.43 | | 7 | 4d ago |
| AD 100% labels (test) | COMET | Accuracy84.5 | | 7 | 4d ago |
| Turkish Epilepsy EEG Dataset LOSO Setting | Unrolled Graph Signal Denoising Network | Accuracy90.06 | | 6 | 4d ago |
| Turkish Epilepsy EEG Dataset Default Task Setting | | Accuracy99.2 | | 6 | 4d ago |
